tag:blogger.com,1999:blog-57866353325089263292024-03-14T04:41:57.271+09:00Bench Talk for Design Engineersマウザーエレクトロニクス日本公式ブログです。<br>
人気ブロガーやMouser 技術スタッフが投稿するMouserブログからピックアップした記事を日本語で紹介します。Mouser Japanhttp://www.blogger.com/profile/17823163461486682307noreply@blogger.comBlogger53125tag:blogger.com,1999:blog-5786635332508926329.post-18088599614299505592022-03-04T10:38:00.005+09:002022-03-04T10:38:27.893+09:00デジタル治療でヘルスケアの未来が変わる<p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEj9D5UaXrmMNuK8M5JzxX4TJ626uXUehxGEg8lqwdEtgkRTAS7lFLUZDDQnyypgGyz2BSJpZFb6JmONOTBpYYGkJa-YkMv-WF_IOccCryy7JIBaN_se770KIsbFDJfhPfWyvI85q8kLe2ixNfE1MsznTUhicmxGs3DFHg_hYuuhYmtICTjYFuRN4ih0=s600" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="400" data-original-width="600" height="426" src="https://blogger.googleusercontent.com/img/a/AVvXsEj9D5UaXrmMNuK8M5JzxX4TJ626uXUehxGEg8lqwdEtgkRTAS7lFLUZDDQnyypgGyz2BSJpZFb6JmONOTBpYYGkJa-YkMv-WF_IOccCryy7JIBaN_se770KIsbFDJfhPfWyvI85q8kLe2ixNfE1MsznTUhicmxGs3DFHg_hYuuhYmtICTjYFuRN4ih0=w640-h426" width="640" /></a></div><br /><p></p><p><!--[if !mso]>
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</p><p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">医療ヘルスケアの未来</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></b></p>
<p class="MsoNormal"><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"> </span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">「あのう、先生、こうすると痛むんですが」。「その症状に関するアプリは、もうダウンロードしてみましたか」。医師と患者との間で</span><span style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt; mso-fareast-language: JA;">こ</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">んな会話が、不整脈、うつ病、パーキンソン病など、多くの病気について交わされるようになるのは、もうそんなに遠い先の話ではないかもしれません。これからの医療では</span><span style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt; mso-fareast-language: JA;">、</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">アプリケーションがウェアラブルや飲み込み型センサなどと連携して、医師や医療専門家</span><span style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt; mso-fareast-language: JA;">に</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">患者の病状を観察する上で欠かせない健康データを提供するようになります。この記事では、「</span><span lang="EN-US" style="font-family: "Meiryo UI";"><a href="https://www.mouser.jp/applications/digital-therapeutics/" target="_blank"><span lang="ZH-HK" style="font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">デジタル治療</span></a></span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">Digital
Therapeutics</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">:</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">DTx</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">)」と呼ばれる、比較的まだ新しい医療分野に目を向け、ソフトウェアとウェアラブルが</span><span style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt; mso-fareast-language: JA;">、</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">今後どのように私たちの医療に活用されていくのかについて見ていきたいと思います。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></p>
<p class="MsoNormal"><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"> </span></b></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">デジタルヘルステクノロジーの展望</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></b></p>
<p class="MsoNormal"><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"> </span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">医療テクノロジーの未来は可能性にあふれていますが、その中心は、患者をつなぐコネクテッドヘルスケアにあると言えます。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">解析計算、データストレージ、人工知能(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">AI</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">)の技術的進歩により、高度な解析はいちだんと実用的になってきました。ウェアラブル医療機器、スマートフォン、スマートウォッチなどのパーソナルデバイスによって、患者は医療提供者とデジタル情報をやり取りすることができます。特に注目すべきなのは、研究データによれば、治療や医療行為でのデジタル活用は人間の幸福感の向上につながるという実証データが増えているということです。また、デジタル治療は、スピード、利便性、人との非接触性という今日の要請に応えるものでもあります(<b>画像</b></span><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">1</span></b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">)。デジタル技術は、今後数年のうちに医療システムを大きく変えることになるでしょう。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"> </span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">デジタル治療は、デジタルヘルス技術の中の一分野にすぎません。このデジタルの領域では、デジタル治療以外にも、次のような多岐にわたる分野でデジタルヘルスが急速に拡大しています。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></p>
<ul style="margin-top: 0mm;" type="square"><li class="MsoNormal" style="mso-list: l1 level1 lfo1; tab-stops: list 36.0pt;"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">デバイス、センサ、ウェアラブル:</span></b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">ウェアラブル機器、ワイヤレス機器、生体センサ、診断機器(診断薬)
</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></li><li class="MsoNormal" style="mso-list: l1 level1 lfo1; tab-stops: list 36.0pt;"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">医療情報技術(</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">HIT</span></b><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">):</span></b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">電子カルテシステム、電子処方・オーダーエントリアプリケーション、コンシューマーヘルス・情報技術(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">IT</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">)アプリケーション </span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></li><li class="MsoNormal" style="mso-list: l1 level1 lfo1; tab-stops: list 36.0pt;"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">モバイルヘルス(</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">mHealth</span></b><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">):</span></b><span style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt; mso-fareast-language: JA;">健康管理</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">、フィットネストラッカー、栄養アプリケーション、個人の健康情報、服薬アドヒアランスアプリケーション </span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></li><li class="MsoNormal" style="mso-list: l1 level1 lfo1; tab-stops: list 36.0pt;"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">個別化医療:</span></b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">患者報告アウトカム、予測分析、臨床意思決定支援
</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></li><li class="MsoNormal" style="mso-list: l1 level1 lfo1; tab-stops: list 36.0pt;"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">遠隔医療:</span></b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">仮想訪問による遠隔医療、遠隔患者モニタリング、遠距離医療プログラム</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></li></ul>
<p class="MsoNormal"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgmoc8jQEjTOTLswtQgqGLRwTd2Cz5ZQ6CtArYjyyrGdGPFbdq-WqMxmbDAmaONqar499KbZLOs_39v8e8MqXo16yjdLlwqhHKQ41Xpu-x1DBli_LTW_gwxNeZPw7rdqq1kgZsp5cm08CXlEb71tT1BrpMOd7KlRA4l97BvjzfhjXMH5DwsxbjFs05v=s600" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="340" data-original-width="600" height="226" src="https://blogger.googleusercontent.com/img/a/AVvXsEgmoc8jQEjTOTLswtQgqGLRwTd2Cz5ZQ6CtArYjyyrGdGPFbdq-WqMxmbDAmaONqar499KbZLOs_39v8e8MqXo16yjdLlwqhHKQ41Xpu-x1DBli_LTW_gwxNeZPw7rdqq1kgZsp5cm08CXlEb71tT1BrpMOd7KlRA4l97BvjzfhjXMH5DwsxbjFs05v=w400-h226" width="400" /></a></div><br /><span style="font-size: x-small;"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">画像</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI";">1</span></b><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">:</span></b><span lang="ZH-HK" style="font-family: "Meiryo UI";">より高度な医療を自宅で受けることで生活を向上させることが、デジタルエレクトロニクスソリューションによって可能になります。(画像</span><span lang="EN-US" style="font-family: "Meiryo UI";">: metamorworks/Shutterstock.com</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)</span></span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt; mso-bidi-font-style: italic;"></span><p></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">デジタルヘルス・エコシステムのこのようなさまざまなソリューションは、互いに連携し、患者の病状の改善を支援します。大規模な企業レベルのシステムとサポートは、各種医療システム、病院、企業のためのプラットフォームになります。臨床サービスや臨床サポートは</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">HIT</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">や遠隔医療を利用すれば、医療ケアとワークフローを改善することができます。デバイス、センサ、ウェアラブル、モバイルヘルス(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">mHealth</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">)などの患者向け健康管理やサポートは、健康データの取得、蓄積、活用に役立ちます。患者向け診断・モニタリングソリューションは、医療診断、診断のガイド、患者のモニタリングに採用されます。</span></p><p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"> </span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></p>
<p class="MsoNormal"></p><p class="MsoNormal"></p><p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">デジタル治療</span></b><b><span style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt; mso-fareast-language: JA;">の定義<span lang="EN-US"></span></span></b></p>
<p class="MsoNormal"><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt; mso-fareast-language: JA;"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">デジタル治療(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">DTx</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">)とは、医学的エビデンスに基づいて、臨床的に評価されたソフトウェアを用いて患者に医療行為を行い、精神・身体の疾患や障害を予防、管理、治療することです。患者のケアや治療に最大限の効果をもたらすために、デジタル治療は単独で行われることも、投薬、機器療法、その他の療法と組み合わせて行われることもあります。デジタル治療(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">DTx</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">)製品には、デザイン、臨床評価、ユーザビリティ、およびデータセキュリティにおける先進技術のベストプラクティスが盛り込まれます。また、製品のリスク、有効性、使用目的に関しては、規制機関による審査、承認または認定を受けます。このようにデジタル治療は、高品質で安全、かつ効果的なデータによる支援を通して、さまざま疾患に対処できるインテリジェントでアクセスしやすいツールを患者、医師、医療費負担者に提供します。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">デジタル治療(</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">DTx</span></b><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">)製品の基本原則</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></b></p>
<p class="MsoNormal"><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"><br /></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">デジタル治療製品は、以下の基本原則に基づいて設計・開発されることが求められています。 </span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></p>
<ul style="margin-top: 0mm;" type="square"><li class="MsoNormal" style="mso-list: l0 level1 lfo2; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">医学的障害や疾患の予防、管理、治療を行う </span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></li><li class="MsoNormal" style="mso-list: l0 level1 lfo2; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">ソフトウェアによる医療行為を行う </span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></li><li class="MsoNormal" style="mso-list: l0 level1 lfo2; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">設計、製造、品質のベストプラクティスを取り入れる </span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></li><li class="MsoNormal" style="mso-list: l0 level1 lfo2; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">製品開発やユーザビリティのプロセスにエンドユーザーを関与させる</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></li><li class="MsoNormal" style="mso-list: l0 level1 lfo2; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">患者のプライバシーとセキュリティを保護する </span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></li><li class="MsoNormal" style="mso-list: l0 level1 lfo2; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">製品の展開、管理、保守に関するベストプラクティスを適用する</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></li><li class="MsoNormal" style="mso-list: l0 level1 lfo2; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">臨床的に意味のある結果を含む試験結果を査読付き学術誌に掲載する </span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></li><li class="MsoNormal" style="mso-list: l0 level1 lfo2; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">リスク、有効性、使用目的に関する製品の主張を裏付けるために必要とされる</span><span style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt; mso-fareast-language: JA;">、</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">規制機関による審査、承認または認定を受ける </span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></li><li class="MsoNormal" style="mso-list: l0 level1 lfo2; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">臨床評価と規制状況に応じた適切な主張を行う </span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></li><li class="MsoNormal" style="mso-list: l0 level1 lfo2; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">現実世界のエビデンスと製品性能データの収集、分析、適用を行う</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></li></ul>
<p class="MsoNormal" style="margin-left: 36.0pt;"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">デジタル治療製品の価値</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></b></p>
<p class="MsoNormal"><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"><br /></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">デジタル治療製品は、エビデンスに基づいて臨床的に評価された技術を活用し、次のような</span><span style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt; mso-fareast-language: JA;">利点</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">が</span><span style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt; mso-fareast-language: JA;">期待できます</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></p>
<ul style="margin-top: 0mm;" type="square"><li class="MsoNormal" style="mso-list: l2 level1 lfo3; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">臨床効果と医療経済効果を最大化する </span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></li><li class="MsoNormal" style="mso-list: l2 level1 lfo3; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">十分な医療を受けていない人たちに高品質な治療法を提供する </span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></li><li class="MsoNormal" style="mso-list: l2 level1 lfo3; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">拡張性が高く、患者が所有するデバイスで簡単にアクセスできる </span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></li><li class="MsoNormal" style="mso-list: l2 level1 lfo3; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">自宅での利便性とプライバシーを提供する </span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></li><li class="MsoNormal" style="mso-list: l2 level1 lfo3; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">患者によるヘルスケアへの理解、管理、関与のあり方を大きく変える </span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></li><li class="MsoNormal" style="mso-list: l2 level1 lfo3; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">医師の患者ケア能力</span><span style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt; mso-fareast-language: JA;">の</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">向上</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></li><li class="MsoNormal" style="mso-list: l2 level1 lfo3; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">医療インフラの整備が異なる環境下で医療チームをサポート</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></li><li class="MsoNormal" style="mso-list: l2 level1 lfo3; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">医療費全般</span><span style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt; mso-fareast-language: JA;">の</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">削減</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></li></ul>
<p class="MsoNormal"><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"> </span></b></p>
<p class="MsoNormal"><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"> </span></b></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">まとめ</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">デジタル治療は、医学的エビデンスに基づいて患者に医療行為を行い、疾患や障害を予防、管理、治療します。ソフトウェア、医療用ウェアラブル、スマートフォン、その他の電子医療機器が連携し合い、人類の疾病との闘い、その治療に貢献するのです。医療専門家は、患者の健康状態を改善する方法をこれからも追求し続けるでしょう。そして近い将来、患者自らが医療提供者と協力し、「汝自身を癒やせ」を実践できる時代が到来するはずです。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"> </span></p>
<p class="MsoNormal"><br style="mso-special-character: line-break;" /></p><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span>★★★★★★★★★★★★★★★★★★★★
</span></span></span></span></div><div class="MsoNormal"><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span>
Mouserブログをもっと読む</span></span></span></span></div><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span> ➡ <a href="https://www.mouser.com/blog?utm_source=jp-blog&utm_medium=social" target="_blank">Mouserサイト・英語(あらゆる種類・最新トピックの記事)</a></span></span></span></span></div><span style="font-size: medium;"><span style="font-family: arial;"><span><span> ➡ <a href="https://mouserjapan.blogspot.com/" target="_blank">日本語ページ(ピックアップして翻訳した記事)</a></span></span></span></span></div><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span>★★★★★★★★★★★★★★★★★★★★</span></span></span></span></div><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span> </span></span></span></span></div><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span> </span></span></span></span></div><p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">
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<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEjF08QnCxeGEupeee3yqWQxgTo118STyJZ3osOwdNlPp-Ru2A5o9p8twK_5vzZ4RKgY_dUHohDcceEk-_52yRKJs17w2I8XIhlBjsZX2YrLaeDl4T6M0tZoqw6YXIpc7KP34LyyScSPPJXDFoahX-8YIcsHEdagnkFJJcSJErpBunckFy_p48ybOCrh=s140" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="140" data-original-width="100" height="140" src="https://blogger.googleusercontent.com/img/a/AVvXsEjF08QnCxeGEupeee3yqWQxgTo118STyJZ3osOwdNlPp-Ru2A5o9p8twK_5vzZ4RKgY_dUHohDcceEk-_52yRKJs17w2I8XIhlBjsZX2YrLaeDl4T6M0tZoqw6YXIpc7KP34LyyScSPPJXDFoahX-8YIcsHEdagnkFJJcSJErpBunckFy_p48ybOCrh" width="100" /></a></div><br />ポール・ゴラータ<p></p><p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">2011</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">年マウザー・エレクトロニクスに入社。シニアテクノロジースペシャリストとして、戦略的リーダーシップ、計画の実行、全体的な製品ライン、高度技術製品に関するマーケティング指導などを通じてマウザーの実績に貢献している。また設計技師に電気工学の最新情報やトレンドを伝えるため、ユニークかつ貴重な技術コンテンツを配信し、マウザー・エレクトロニクスの理想的な企業としての地位強化にも貢献している。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">マウザー・エレクトロニクス以前は、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">Hughes
Aircraft Company</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">Melles Griot</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">Piper
Jaffray</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">Balzers Optics</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">JDSU</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">、及び</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">Arrow
Electronics</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">に勤務。製造、マーケティング、及び営業関連に従事した。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">DeVry
Institute of Technology</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">(イリノイ州シカゴ)にて</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">BSEET</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">(電気工学技術の理学士号)、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">Pepperdine
University</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">(カリフォルニア州マリブ)にて</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">MBA</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">(経営学修士号)、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">Southwestern
Baptist Theological Seminary</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">(テキサス州フォートワース)にて</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">MDiv
w/BL</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">(神学及び聖書文学修士号)及び</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">PhD</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;">(博士号)を取得。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-size: 10.0pt;"></span></p>
<p> </p>Mouser Japanhttp://www.blogger.com/profile/17823163461486682307noreply@blogger.com0tag:blogger.com,1999:blog-5786635332508926329.post-35248346692743955302022-02-24T14:42:00.003+09:002022-02-24T14:42:17.848+09:00【ニューテック・チューズデー】ケーブルはもうやめ!充電ならやっぱりワイヤレス<p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEj_JqT8KYVkLTQJjnSQbiIFPezAJUjIyV2uGbwA9vOF0zpLknEYIQsDdhAd9umiC_o__SbABKisf8ttcqfZt6WjJksCI2G_xWv-trtkE6QIf3dbwYvJGR0A7MzCWPrjLF9LIvxtTLCsGotVvTcptexIF0leihSRfyeA-xc_HwSagQ8B0krRzXBW1X-q=s549" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="198" data-original-width="549" height="231" src="https://blogger.googleusercontent.com/img/a/AVvXsEj_JqT8KYVkLTQJjnSQbiIFPezAJUjIyV2uGbwA9vOF0zpLknEYIQsDdhAd9umiC_o__SbABKisf8ttcqfZt6WjJksCI2G_xWv-trtkE6QIf3dbwYvJGR0A7MzCWPrjLF9LIvxtTLCsGotVvTcptexIF0leihSRfyeA-xc_HwSagQ8B0krRzXBW1X-q=w640-h231" width="640" /></a></div> <p></p><h1 class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; margin: 13.5pt 0mm 6.75pt; text-align: left; vertical-align: baseline;"><span style="font-size: large;"><b><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI";">ニューテック・チューズデー</span></b></span></h1>
<b><span lang="ZH-HK" style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-style: italic; mso-border-alt: none windowtext 0mm; padding: 0mm;">技術ジャーナリストのトミー・カミングスが毎週、設計エンジニアにとって興味ある「旬な」トピックを取り上げます。</span></b><em><span lang="EN-US" style="border: none windowtext 1.0pt; color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; font-style: normal; mso-bidi-font-style: italic; mso-border-alt: none windowtext 0mm; padding: 0mm;"></span></em>
<h3 style="background: #FCFCFC; margin: 0mm; vertical-align: baseline;"><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"> </span></h3>
<p style="background: #FCFCFC; margin-bottom: 6.75pt; margin-left: 0mm; margin-right: 0mm; margin-top: 0mm; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; mso-fareast-language: JA;">世の中、</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">何ごとも縛られるというのは愉快なことではありません。特に充電</span><span style="color: #333333; font-family: "Meiryo UI"; mso-fareast-language: JA;">ケーブル</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">には。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";"></span></p>
<p style="background: #FCFCFC; margin-bottom: 6.75pt; margin-left: 0mm; margin-right: 0mm; margin-top: 0mm; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; mso-fareast-language: JA;">スマートフォンやデバイスをケーブルなしで充電できれば、どんなに楽なことでしょう。電気自動車</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">やウェアラブルの普及が進む</span><span style="color: #333333; font-family: "Meiryo UI"; mso-fareast-language: JA;">今日</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">、誰もが充電</span><span style="color: #333333; font-family: "Meiryo UI"; mso-fareast-language: JA;">ケーブルの束縛</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">から解放されたいと願っているはずです。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";"></span></p>
<p style="background: #FCFCFC; margin: 0mm; vertical-align: baseline;"><span lang="EN-US" style="color: black; font-family: "Meiryo UI"; mso-color-alt: windowtext;"><a href="https://www.mouser.jp/applications/wireless-charging/?utm_source=twitter&utm_medium=blog&utm_id=social" target="_blank"><span lang="ZH-CN" style="border: none windowtext 1.0pt; color: #0070bb; mso-border-alt: none windowtext 0mm; padding: 0mm;">ワイヤレス充電</span></a></span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">は、ケーブルやコードを使わずに電源から機器にエネルギーを伝送する</span><span style="color: #333333; font-family: "Meiryo UI"; mso-fareast-language: JA;">技術</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">です</span><span style="color: #333333; font-family: "Meiryo UI"; mso-fareast-language: JA;">。</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">その歴史は長く、</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";">1891</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">年、発明家のニコラ・テスラが行ったワイヤレス給電の実証実験に遡ります。それから</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";">130</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">年以上を経た今もなお、この技術は進化を続け</span><span style="color: #333333; font-family: "Meiryo UI"; mso-fareast-language: JA;">、</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">開発者たちは、成長著しいワイヤレス充電市場に向けてソリューションを次々と打ち出しています。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";"></span></p>
<p style="background: #FCFCFC; margin: 0mm; vertical-align: baseline;"><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";"> </span></p>
<p style="background: #FCFCFC; margin-bottom: 6.75pt; margin-left: 0mm; margin-right: 0mm; margin-top: 0mm; vertical-align: baseline;"><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">ここで、ワイヤレス充電の利点について整理してみましょう。まず、ワイヤレス充電は、物理的なコネクタやケーブルが不要でありながら、信頼性が高く、便利で、安全性が実証された技術です。第二に、充電器のコイルと充電対象機器のコイルが近接し、互換性があり密結合されていれば、小型機器から産業用まで、機器の種類や大きさに関係なく、誘導電力伝送を連続して行うことができます。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";"></span></p>
<p style="background: #FCFCFC; margin-bottom: 6.75pt; margin-left: 0mm; margin-right: 0mm; margin-top: 0mm; vertical-align: baseline;"><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">また、ワイヤレス充電には難点もあります。磁界は空気中で急速に減衰するので、現在のスマートフォンのワイヤレス充電は、距離に制限があります。そこで磁気素材、コイル、チップ、保護回路をスマートフォンに搭載しようとすると、コストが高くなります。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";"></span></p>
<p style="background: #FCFCFC; margin-bottom: 6.75pt; margin-left: 0mm; margin-right: 0mm; margin-top: 0mm; vertical-align: baseline;"><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">今週の「ニューテック・チューズデー」は、</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";">Signal Transformer</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">社、</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";">PANJIT Semiconductors</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">社、</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";">STMicroelectronics</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">社から、電力伝送ソリューションを実現する注目の新製品をご紹介します。
</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgAE8uiqASt6OZ22AIbxy4I2U1NIkppccdf5oseUZFOIar1lT714heAdwuKA0vmogoHQz7YQFxq6f70NvnJqNn25234SBD3TcTyEJegV_mI5ypWn23RkjUazAWVjkXQMA14TSy3EUmUxV7LMqgYTgOiP4YTTz03NrPMNJomhozNSIhdqK7Twlva-fI8=s600" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="315" data-original-width="600" height="336" src="https://blogger.googleusercontent.com/img/a/AVvXsEgAE8uiqASt6OZ22AIbxy4I2U1NIkppccdf5oseUZFOIar1lT714heAdwuKA0vmogoHQz7YQFxq6f70NvnJqNn25234SBD3TcTyEJegV_mI5ypWn23RkjUazAWVjkXQMA14TSy3EUmUxV7LMqgYTgOiP4YTTz03NrPMNJomhozNSIhdqK7Twlva-fI8=w640-h336" width="640" /></a></div><br /><span lang="EN-US" style="font-family: "Meiryo UI"; mso-fareast-language: JA; mso-no-proof: yes;"></span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt;"> <br /></span><p></p>
<h2 style="background: #FCFCFC; margin-bottom: 6.75pt; margin-left: 0mm; margin-right: 0mm; margin-top: 13.5pt; vertical-align: baseline;"><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt;">コイル、</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt;">MOSFET</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt;">、パワー</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt;">IC</span></h2>
<p style="background: #FCFCFC; margin: 0mm; vertical-align: baseline;"><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">スマートフォンやタブレットの充電パッドは、今ではすっかり身近なアイテムになりました。充電パッドに内蔵されているワイヤレス充電コイルが、振動磁界を発生させ、その誘導でエネルギー源からデバイスへ信号、データ、電力を伝送します。<a href="https://www.mouser.jp/new/bel-signal-transformer/bel-signal-transformer-wireless-charging-coils/?utm_source=twitter&utm_medium=blog&utm_id=social">
</a></span><a href="https://www.mouser.jp/new/bel-signal-transformer/bel-signal-transformer-wireless-charging-coils/?utm_source=twitter&utm_medium=blog&utm_id=social"><span lang="EN-US" style="color: black; font-family: "Meiryo UI"; mso-color-alt: windowtext;"></span></a><a target="_blank"><span style="border: none windowtext 1.0pt; color: #0070bb; mso-border-alt: none windowtext 0mm; padding: 0mm;">Signal Transformer/Bel</span><span lang="ZH-CN" style="border: none windowtext 1.0pt; color: #0070bb; mso-border-alt: none windowtext 0mm; padding: 0mm;">のワイヤレス充電コイル</span></a><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">は、単巻、二巻、多巻の構成があり、送信側と受信側の間を橋渡しをします。この薄型のコイルは、スマートフォン、タブレット、ゲームコントローラ、ウェアラブル、歯ブラシ、ロボット掃除機、ドローン、さらにはスマートカー向け充電アプリケーションなどに最適です。もちろん、誘導結合により、導電接続や従来の配線は不要になります。コイルは固定位置で動かず、振動や腐食に強く、信頼性と</span><span style="color: #333333; font-family: "Meiryo UI"; mso-fareast-language: JA;">長期</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">寿命を実現します。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";"></span></p>
<p style="background: #FCFCFC; margin: 0mm; vertical-align: baseline;"><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";"> </span></p>
<p style="background: #FCFCFC; margin: 0mm; vertical-align: baseline;"><span lang="EN-US" style="color: black; font-family: "Meiryo UI"; mso-color-alt: windowtext;"><a href="https://www.mouser.jp/new/panjit/panjit-power-mosfets/?utm_source=twitter&utm_medium=blog&utm_id=social" target="_blank"><span style="border: none windowtext 1.0pt; color: #0070bb; mso-border-alt: none windowtext 0mm; padding: 0mm;">PANJI</span><span lang="ZH-CN" style="border: none windowtext 1.0pt; color: #0070bb; mso-border-alt: none windowtext 0mm; padding: 0mm;">のワイヤレス充電トランスミッタ用パワー</span><span style="border: none windowtext 1.0pt; color: #0070bb; mso-border-alt: none windowtext 0mm; padding: 0mm;">MOSFET</span></a></span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">は、充電ソースとバッテリ受電機器の間の電磁誘導に最適化されており、 ワイヤレス充電器の適切で効率的な動作を実現します。薄型パッケージは、省スペース化に貢献し、低スイッチング損失と高スイッチング周波数を実現します。この</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";">MOSFET</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">は、低性能指数(</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";">FOM</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">)を特徴とし、表面実装用の露出サーマルパッドを備えています。代表的な用途として、ワイヤレス充電パッドやケースが挙げられます。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";"></span></p>
<p style="background: #FCFCFC; margin: 0mm; vertical-align: baseline;"><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";"> </span></p>
<p style="background: #FCFCFC; margin: 0mm; vertical-align: baseline;"><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">また、ワイヤレスパワーソリューションには、パワーレシーバも必要です</span><span style="color: #333333; font-family: "Meiryo UI"; mso-fareast-language: JA;">。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";">STMicroelectronics</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">の</span><span lang="EN-US" style="color: black; font-family: "Meiryo UI"; mso-color-alt: windowtext;"><a href="https://www.mouser.jp/new/stmicroelectronics/stmicro-stwlc68-receiver/?utm_source=twitter&utm_medium=blog&utm_id=social" target="_blank"><span style="border: none windowtext 1.0pt; color: #0070bb; mso-border-alt: none windowtext 0mm; padding: 0mm;">STWLC68 Qi</span><span lang="ZH-CN" style="border: none windowtext 1.0pt; color: #0070bb; mso-border-alt: none windowtext 0mm; padding: 0mm;">準拠ワイヤレスパワーレシーバ</span></a></span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">は、最大</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";">5W</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">の出力電力を管理できます。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";">STWLC68</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">は、受信コイルの交流電圧を出力で安定した直流電圧に整流します。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";">32 </span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">ビット</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";">Arm Cortex </span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">マイクロコントローラ(</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";">64MHz</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">)は、電磁誘導性通信プロトコルと</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";">BPP</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">(</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";">Base Power Profile</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">)について</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";">Qi 1.2.4 </span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">規格に準拠し、スマートフォン、パワーバンク、ウェアラブルなどの携帯機器に最適です。内蔵の低損失同期整流器と低ドロップアウト(</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";">LDO</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">)リニアレギュレータにより優れた効率を発揮します。デジタルコアによって管理されるため、幅広い出力負荷状態でシステム全体の消費電力を最小化します。なお、</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";">Qi</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">(チー)とは、標準化団体</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";">WPC</span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">(ワイヤレスパワーコンソーシアム)が策定したワイヤレス給電の国際標準規格です。</span></p><p style="background: #FCFCFC; margin: 0mm; vertical-align: baseline;"><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";"> </span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";"></span></p>
<h2 style="background: #FCFCFC; margin-bottom: 6.75pt; margin-left: 0mm; margin-right: 0mm; margin-top: 13.5pt; vertical-align: baseline;"><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt;">今週のまとめ</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt;"></span></h2>
<p style="background: #FCFCFC; margin: 0mm; vertical-align: baseline;"><span lang="EN-US" style="color: black; font-family: "Meiryo UI"; mso-color-alt: windowtext;"><a href="https://www.mouser.jp/applications/whats-new-and-old-in-wireless-charging/?utm_source=twitter&utm_medium=blog&utm_id=social" target="_blank"><span lang="ZH-CN" style="border: none windowtext 1.0pt; color: #0070bb; mso-border-alt: none windowtext 0mm; padding: 0mm;">ワイヤレス充電技術は、急速に進化しており</span></a></span><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">、今後も市場の大きな拡大が期待されています。デバイスの利便性が追求される限り、ワイヤレス充電の利便性も同じように求められるでしょう。やはり、この時代、何ごとも縛られたくない、誰もがそう思っているはずです。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI";"></span></p>
<p><br /></p><p><br /></p><p class="MsoNormal"><b><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">著者</span></b><span lang="EN-US" style="font-family: "Meiryo UI";"><br /></span></p>
<div class="separator" style="clear: both; text-align: center;"><b><a href="https://blogger.googleusercontent.com/img/a/AVvXsEg0j0J2Ow6hSGvQlze4mOYM_jBNcfLfeziXmxqMo6g94hJVbe66yuknT_caWW98B9reQ93bo6NqcSHj13L2aZ38O3SsDBRUkyEqcockBPZOGjNw5jeR_ZCz0P822wcAHBtdBct9r5rmKV2y2ULX3zv-tOfZqP6s8OdgCKUp3LLTusde-Y7Q8abC8mMm=s200" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="200" data-original-width="200" height="200" src="https://blogger.googleusercontent.com/img/a/AVvXsEg0j0J2Ow6hSGvQlze4mOYM_jBNcfLfeziXmxqMo6g94hJVbe66yuknT_caWW98B9reQ93bo6NqcSHj13L2aZ38O3SsDBRUkyEqcockBPZOGjNw5jeR_ZCz0P822wcAHBtdBct9r5rmKV2y2ULX3zv-tOfZqP6s8OdgCKUp3LLTusde-Y7Q8abC8mMm" width="200" /></a></b></div><b>トニー・カミングス</b><p class="MsoNormal"><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">米国テキサス州在住のフリーランスライター兼編集者。ジャーナリスト歴は</span><span lang="EN-US" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">40</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">年以上におよび、 現在、</span><span lang="EN-US" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-font-style: italic; mso-bidi-theme-font: minor-latin;">Texas Monthly</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">誌、</span><span lang="EN-US" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-font-style: italic; mso-bidi-theme-font: minor-latin;">Oklahoma Today</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">誌</span><span style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">にて</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">執筆中。過去</span><span style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">に</span><span lang="EN-US" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-font-style: italic; mso-bidi-theme-font: minor-latin;">Dallas Morning News</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">紙、</span><span lang="EN-US" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-font-style: italic; mso-bidi-theme-font: minor-latin;">Fort Worth Star-Telegram</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">紙、</span><span lang="EN-US" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-font-style: italic; mso-bidi-theme-font: minor-latin;">San Francisco
Chronicle</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">紙など</span><span style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">での</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">執筆経験を持つ。シリコンバレーのドットコム・ブームを取材し、様々なメディアでデジタルコンテンツやオーディエンスエンゲージメント編集に携わる。</span><span lang="EN-US" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">2018</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">年から</span><span lang="EN-US" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">2021</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">年までマウザー・エレクトロニクスにてテクニカルコンテンツ</span><span style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">・</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">プロダクトコンテンツ・スペシャリストとして勤務。</span></p><p class="MsoNormal"><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p><p class="MsoNormal"><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> <br /></span></p>
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<div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span>★★★★★★★★★★★★★★★★★★★★
</span></span></span></span></div><div class="MsoNormal"><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span>
Mouserブログをもっと読む</span></span></span></span></div><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span> ➡ <a href="https://www.mouser.com/blog?utm_source=jp-blog&utm_medium=social" target="_blank">Mouserサイト・英語(あらゆる種類・最新トピックの記事)</a></span></span></span></span></div><span style="font-size: medium;"><span style="font-family: arial;"><span><span> ➡ <a href="https://mouserjapan.blogspot.com/" target="_blank">日本語ページ(ピックアップして翻訳した記事)</a></span></span></span></span></div><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span>★★★★★★★★★★★★★★★★★★★★</span></span></span></span></div><p> </p>Mouser Japanhttp://www.blogger.com/profile/17823163461486682307noreply@blogger.com0tag:blogger.com,1999:blog-5786635332508926329.post-46105683095919891842022-01-27T11:33:00.001+09:002022-01-27T11:33:07.355+09:00【ニューテック・チューズデー】ソーラーカー開発向け代替エネルギーソリューション2製品を紹介<p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEjLJE10FUfZnNjuwSri-8O20jHRG6Bt1rSOjKC271oAfeB_dv-qzZuHqUxPd2OQxshMDR_cFnFkTVNC9SG5lTWwHacuUFs0pQTLefz3ZgZWQJ2REr7EteaZjiqutMUc49G5rihUoFVhAKg7TPpbETj4--wREAWD9-tKc-y0w9_U3gwwZAQJtWnZt1vE=s549" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="198" data-original-width="549" height="230" src="https://blogger.googleusercontent.com/img/a/AVvXsEjLJE10FUfZnNjuwSri-8O20jHRG6Bt1rSOjKC271oAfeB_dv-qzZuHqUxPd2OQxshMDR_cFnFkTVNC9SG5lTWwHacuUFs0pQTLefz3ZgZWQJ2REr7EteaZjiqutMUc49G5rihUoFVhAKg7TPpbETj4--wREAWD9-tKc-y0w9_U3gwwZAQJtWnZt1vE=w640-h230" width="640" /></a></div> <p></p><p><!--[if !mso]>
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</p><h1 class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; margin: 13.5pt 0mm 6.75pt; text-align: left; vertical-align: baseline;"><span style="font-size: large;"><b><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI";">ニューテック・チューズデー</span></b></span><b><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"></span></b></h1>
<p class="MsoNormal" style="background: #FCFCFC; mso-outline-level: 3; vertical-align: baseline;"><b><span lang="ZH-HK" style="border: none windowtext 1.0pt; color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-style: italic; mso-border-alt: none windowtext 0mm; padding: 0mm;">技術ジャーナリストのトミー・カミングスが毎週、設計エンジニアにとって興味ある「旬な」トピックを取り上げます。</span></b><b><span lang="EN-US" style="border: none windowtext 1.0pt; color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-style: italic; mso-border-alt: none windowtext 0mm; padding: 0mm;"></span></b></p>
<p class="MsoNormal" style="background: #FCFCFC; mso-outline-level: 3; vertical-align: baseline;"><b><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"> </span></b></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">エンジン車と同様、代替エネルギー車の動力源は、いつも安全性と信頼性が最大化</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;">する</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">よう管理されている必要があります。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">ソーラーカーも同じです。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">ソーラーカー(</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">SEV</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">:ソーラー電気自動車)には、電気自動車(</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">EV</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">)やハイブリッド車(</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">HEV</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">)などの他の電気自動車と同じようなバッテリ管理システム(</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">BMS</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">)とスイッチングシステムが必要です。それでも今、ソーラーカーが話題を集めているのは、</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">EV</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">や</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">HEV</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">が今後の自動車の主流になると言われながらも、バッテリー充電や走行距離などの面でドライバーの不安が依然として解消されていないからです。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">その解決策として自動車開発者たちが着目したのが、太陽光発電です。太陽光を動力とするソーラーカーなら、同じバッテリで走行距離を伸ばすことができるはずです。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">では、ソーラーカーの開発や太陽光発電アプリケーションの電力管理は、現在、どのような</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;">状況</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">にあるのでしょうか。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">ソーラーカーの開発は、</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;">かなり</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">前から</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;">行われて</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">いました。米国テキサス州フォートワースで開催される「ソーラーカー・チャレンジ」をはじめとする、さまざまなソーラーカーレースの模樣を映像などで目にしたことのある方も多いかもしれません。ただし、製品化については、新興自動車メーカーや、テスラ、トヨタといった大手</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">EV</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">メーカーなどの数社がソーラーカーやそのハイブリッドモデルの開発を行ってはいますが、いずれもまだ市販にいたっていません。アプテラ社は、最近、開発中のソーラーカーの</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">3</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">度目にして最後のアルファ版を発表し、</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">2022</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">年に生産、納車を予定しています。同じく</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">2022</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">年に生産開始を予定しているテスラ社の</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;">「</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">Cybertruck</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;">」</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">は、オプションでソーラーパネルを追加することができるので、走行中、駐車中を問わず、太陽光の充電が可能になります。アプテラも</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">Cybertruck</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">も多くの太陽エネルギーを集めることができるよう、かなり型破りな車体デザインを採用しています。また、韓国の現代自動車(</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">Hyundai</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">)は、</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">2020</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">年、 ソーラールーフシステムを搭載した「ソナタ」のハイブリッドモデルを発表しました。このモデルはソーラーパネルとコントローラを搭載しており、車は発電して、バッテリに電気を貯めておくことができます。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">現在のソーラーカーのデザインは、さながら車輪の付いたソーラーパネルと</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;">いった</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">ところです。事実、太陽電池をパネルとして搭載した</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">EV</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">車なので、わざわざ停車しなくても充電が可能になります。開発者たちは今も、ソーラパネルを車のルーフやボンネットへ搭載し、パワーマネージメントシステムに効率よく接続するプロジェクトに取り組んでいます。この電力は調整され、モニタリングされる必要があります。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">今週の「ニューテック・チューズデー」では、リテルヒューズ社とアナログ・デバイセズ社の自動車の電動化製品に注目したいと思います。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"> </span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; vertical-align: baseline;"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEivnIiJ5U-LswMzLnQKEA2sHq4wbESa_krOEjYTCw-GkPhEBAFELZrHzx4JJ5jPe9f_qdQScIkPBOpkmtZ0NS0OH867flWWjqG7duM2eB-YVwr6foZrFSPBxXLOVlaS0kHCmZWZkEYQnFq3IeTYPrm80b_ctgoJ4F-poxQXK8Ti9Ce99XynRHMMV6Dh=s600" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="315" data-original-width="600" height="336" src="https://blogger.googleusercontent.com/img/a/AVvXsEivnIiJ5U-LswMzLnQKEA2sHq4wbESa_krOEjYTCw-GkPhEBAFELZrHzx4JJ5jPe9f_qdQScIkPBOpkmtZ0NS0OH867flWWjqG7duM2eB-YVwr6foZrFSPBxXLOVlaS0kHCmZWZkEYQnFq3IeTYPrm80b_ctgoJ4F-poxQXK8Ti9Ce99XynRHMMV6Dh=w640-h336" width="640" /></a></div><br /><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-language: TH; mso-fareast-language: ZH-CN; mso-no-proof: yes;"><br /></span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"></span><p></p>
<p class="MsoNormal" style="background: #FCFCFC; margin-bottom: 6.75pt; margin-left: 0mm; margin-right: 0mm; margin-top: 13.5pt; mso-outline-level: 2; vertical-align: baseline;"><b><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">太陽光がある場所なら</span></b><b><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"></span></b></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">設計エンジニアは、</span><span lang="EN-US" style="color: black; font-family: "Meiryo UI"; mso-color-alt: windowtext;"><a href="https://www.mouser.jp/new/littelfuse/littelfuse-dcn-dc-contactor-relays?utm_source=twitter&utm_medium=blog&utm_id=social" target="_blank"><span lang="ZH-HK" style="border: none windowtext 1.0pt; color: #0070bb; font-size: 12.0pt; mso-border-alt: none windowtext 0mm; padding: 0mm;">リテルヒューズ社の</span><span style="border: none windowtext 1.0pt; color: #0070bb; font-size: 12.0pt; mso-border-alt: none windowtext 0mm; padding: 0mm;">DCN</span><span lang="ZH-HK" style="border: none windowtext 1.0pt; color: #0070bb; font-size: 12.0pt; mso-border-alt: none windowtext 0mm; padding: 0mm;">大電流・高電圧</span><span style="border: none windowtext 1.0pt; color: #0070bb; font-size: 12.0pt; mso-border-alt: none windowtext 0mm; padding: 0mm;">DC</span><span lang="ZH-HK" style="border: none windowtext 1.0pt; color: #0070bb; font-size: 12.0pt; mso-border-alt: none windowtext 0mm; padding: 0mm;">コンタクタリレー</span></a></span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">を使用することで、高電圧リレースイッチングをさまざまな大電流・高電圧アプリケーションに組み込むことができます。この製品の代表的なアプリケーションには、電気自動車、</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">EV</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">・</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">HEV</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">用の充電ステーション、電動フォークリフトなどがあります。高電圧リレーは、ソーラーパネルからの出力の切り替えを行い、太陽光発電の調整にも使用されます。リテルヒューズのリレー</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">DCN</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">シリーズは、</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">30A</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">から</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">500A</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">の連続電流と最大</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">1800V</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">の電圧定格に対応します。また、取付方向には制約がなく、サイドマウント、ボトムマウントが可能です。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; vertical-align: baseline;"><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"> <br /></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; vertical-align: baseline;"><span lang="EN-US" style="color: black; font-family: "Meiryo UI"; mso-color-alt: windowtext;"><a href="https://www.mouser.jp/new/analog-devices/adi-ltc2949-current-voltage-monitor/?utm_source=twitter&utm_medium=blog&utm_id=social" target="_blank"><span lang="ZH-HK" style="border: none windowtext 1.0pt; color: #0070bb; font-size: 12.0pt; mso-border-alt: none windowtext 0mm; padding: 0mm;">アナログ・デバイセズ社の</span><span style="border: none windowtext 1.0pt; color: #0070bb; font-size: 12.0pt; mso-border-alt: none windowtext 0mm; padding: 0mm;">LTC2949</span><span lang="ZH-HK" style="border: none windowtext 1.0pt; color: #0070bb; font-size: 12.0pt; mso-border-alt: none windowtext 0mm; padding: 0mm;">電流およびスタック電圧モニタ</span><span style="border: none windowtext 1.0pt; color: #0070bb; font-size: 12.0pt; mso-border-alt: none windowtext 0mm; padding: 0mm;">IC</span></a></span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">は、電気自動車やハイブリッド車、その他の絶縁型電流検出アプリケーションの電流、電圧、温度、充電、および電力を計測し、信頼性の高いバッテリ管理システムを実現します。主なパラメータを計測することで、バッテリスタック全体のリアルタイムの充電状態(</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">SOC</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">)と健全性(</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">SOH</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">)の計算に不可欠な項目を得ることができます。電流および電力の連続積分により、バッテリパックで供給または受信する充電と電力量を損失なく追跡できます。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">LTC2949</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">は、複数のスタック監視のトポロジーと構成に容易に対応します。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">1%</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">の電力量および充電精度を備え、</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">ISO26262</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">準拠システム用に設計されており、オートモーティブ・アプリケーション向けの</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">AEC-Q100</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">認定済み</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;">。</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">まさに次世代</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">EV</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">用バッテリ管理システムに欠かせない特長を備えたデバイスです。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; margin-bottom: 6.75pt; margin-left: 0mm; margin-right: 0mm; margin-top: 13.5pt; mso-outline-level: 2; vertical-align: baseline;"><b><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">今週のまとめ</span></b><b><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"></span></b></p>
<span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-ansi-language: EN-US; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-fareast-language: ZH-HK;">ソーラーカーには、他の代替エネルギー関連プロジェクトと同様、バッテリ管理システム(</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-ansi-language: EN-US; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-fareast-language: ZH-HK;">BMS</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-ansi-language: EN-US; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-fareast-language: ZH-HK;">)とリレースイッチング機能が必須です。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-ansi-language: EN-US; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-fareast-language: ZH-HK;">BMS</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-ansi-language: EN-US; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-fareast-language: ZH-HK;">は充電式バッテリー駆動システムには不可欠ですが、部品の設計と選定は慎重に検討することが大切です。ソーラーカーが開発段階から進歩し、市販されるようになれば、代替エネルギーソリューション向けの電動化製品がさらに登場してくることでしょう。</span><p> </p><p>
</p><p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p><p class="MsoNormal"><b><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">著者</span></b><span lang="EN-US" style="font-family: "Meiryo UI";"><br /></span></p>
<div class="separator" style="clear: both; text-align: center;"><b><a href="https://blogger.googleusercontent.com/img/a/AVvXsEg0j0J2Ow6hSGvQlze4mOYM_jBNcfLfeziXmxqMo6g94hJVbe66yuknT_caWW98B9reQ93bo6NqcSHj13L2aZ38O3SsDBRUkyEqcockBPZOGjNw5jeR_ZCz0P822wcAHBtdBct9r5rmKV2y2ULX3zv-tOfZqP6s8OdgCKUp3LLTusde-Y7Q8abC8mMm=s200" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="200" data-original-width="200" height="200" src="https://blogger.googleusercontent.com/img/a/AVvXsEg0j0J2Ow6hSGvQlze4mOYM_jBNcfLfeziXmxqMo6g94hJVbe66yuknT_caWW98B9reQ93bo6NqcSHj13L2aZ38O3SsDBRUkyEqcockBPZOGjNw5jeR_ZCz0P822wcAHBtdBct9r5rmKV2y2ULX3zv-tOfZqP6s8OdgCKUp3LLTusde-Y7Q8abC8mMm" width="200" /></a></b></div><b>トニー・カミングス</b><p class="MsoNormal"><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">米国テキサス州在住のフリーランスライター兼編集者。ジャーナリスト歴は</span><span lang="EN-US" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">40</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">年以上におよび、 現在、</span><span lang="EN-US" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-font-style: italic; mso-bidi-theme-font: minor-latin;">Texas Monthly</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">誌、</span><span lang="EN-US" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-font-style: italic; mso-bidi-theme-font: minor-latin;">Oklahoma Today</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">誌</span><span style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">にて</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">執筆中。過去</span><span style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">に</span><span lang="EN-US" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-font-style: italic; mso-bidi-theme-font: minor-latin;">Dallas Morning News</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">紙、</span><span lang="EN-US" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-font-style: italic; mso-bidi-theme-font: minor-latin;">Fort Worth Star-Telegram</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">紙、</span><span lang="EN-US" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-font-style: italic; mso-bidi-theme-font: minor-latin;">San Francisco
Chronicle</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">紙など</span><span style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">での</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">執筆経験を持つ。シリコンバレーのドットコム・ブームを取材し、様々なメディアでデジタルコンテンツやオーディエンスエンゲージメント編集に携わる。</span><span lang="EN-US" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">2018</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">年から</span><span lang="EN-US" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">2021</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">年までマウザー・エレクトロニクスにてテクニカルコンテンツ</span><span style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">・</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">プロダクトコンテンツ・スペシャリストとして勤務。</span></p><p class="MsoNormal"><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p><p class="MsoNormal"><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p><p class="MsoNormal"><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
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<div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span>★★★★★★★★★★★★★★★★★★★★
</span></span></span></span></div><div class="MsoNormal"><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span>
Mouserブログをもっと読む</span></span></span></span></div><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span> ➡ <a href="https://www.mouser.com/blog?utm_source=jp-blog&utm_medium=social" target="_blank">Mouserサイト・英語(あらゆる種類・最新トピックの記事)</a></span></span></span></span></div><span style="font-size: medium;"><span style="font-family: arial;"><span><span> ➡ <a href="https://mouserjapan.blogspot.com/" target="_blank">日本語ページ(ピックアップして翻訳した記事)</a></span></span></span></span></div><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span>★★★★★★★★★★★★★★★★★★★★</span></span></span></span></div><p> </p>Mouser Japanhttp://www.blogger.com/profile/17823163461486682307noreply@blogger.com0tag:blogger.com,1999:blog-5786635332508926329.post-24028579153758012842022-01-14T12:25:00.008+09:002022-01-14T12:26:25.538+09:00【ニューテック・チューズデー】ドライバー監視システム向け開発ツールとプロセッサ特集<p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEg3k3nRMxFy80zmwFpOZTrKaUH0hahvjNn3JkiL2jwXij8EFvTx4o1NCOKdm4oAuzR9byclUvN7FVN938DGIzl7_uIeIAEpZ3Gjh5zlRzJoA2MXrxHhlP43fYIp3gSuO4UceZT59KYT-ubB-8OYsC7y2DdSwe9wjfoABeDWMIzPu47JCEHm0wz1Tn2f=s549" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="198" data-original-width="549" height="230" src="https://blogger.googleusercontent.com/img/a/AVvXsEg3k3nRMxFy80zmwFpOZTrKaUH0hahvjNn3JkiL2jwXij8EFvTx4o1NCOKdm4oAuzR9byclUvN7FVN938DGIzl7_uIeIAEpZ3Gjh5zlRzJoA2MXrxHhlP43fYIp3gSuO4UceZT59KYT-ubB-8OYsC7y2DdSwe9wjfoABeDWMIzPu47JCEHm0wz1Tn2f=w640-h230" width="640" /></a></div><p></p><p> <!--[if !mso]>
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Block Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Hyperlink"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="FollowedHyperlink"/>
<w:LsdException Locked="false" Priority="22" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Document Map"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Plain Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="E-mail Signature"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Top of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Bottom of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal (Web)"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Acronym"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Address"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Cite"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Code"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Definition"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Keyboard"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Preformatted"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Sample"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Typewriter"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Variable"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal Table"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="annotation subject"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="No List"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Contemporary"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Elegant"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Professional"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Balloon Text"/>
<w:LsdException Locked="false" Priority="39" Name="Table Grid"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Theme"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" QFormat="true"
Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" QFormat="true"
Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" QFormat="true"
Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" QFormat="true"
Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" QFormat="true"
Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" QFormat="true"
Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" SemiHidden="true"
UnhideWhenUsed="true" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
<w:LsdException Locked="false" Priority="41" Name="Plain Table 1"/>
<w:LsdException Locked="false" Priority="42" Name="Plain Table 2"/>
<w:LsdException Locked="false" Priority="43" Name="Plain Table 3"/>
<w:LsdException Locked="false" Priority="44" Name="Plain Table 4"/>
<w:LsdException Locked="false" Priority="45" Name="Plain Table 5"/>
<w:LsdException Locked="false" Priority="40" Name="Grid Table Light"/>
<w:LsdException Locked="false" Priority="46" Name="Grid Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="Grid Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="Grid Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 6"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 6"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 6"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 6"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 6"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="46" Name="List Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="List Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="List Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 6"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 6"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 6"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 6"/>
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<h1 class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; margin: 13.5pt 0mm 6.75pt; text-align: left; vertical-align: baseline;"><span style="font-size: large;"><b><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI";">ニューテック・チューズデー</span></b></span><b><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt;"></span></b></h1>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; mso-outline-level: 3; vertical-align: baseline;"><span style="font-size: medium;"><b><span lang="ZH-HK" style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; padding: 0mm;">技術ジャーナリストのトミー・カミングスが毎週、設計エンジニア</span></b><b><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; padding: 0mm;">向けにホットな</span></b><b><span lang="ZH-HK" style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; padding: 0mm;">トピックを取り上げます</span></b></span><b><span lang="EN-US" style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-font-style: italic; mso-bidi-theme-font: minor-latin; mso-border-alt: none windowtext 0mm; padding: 0mm;"></span></b></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; mso-outline-level: 3; vertical-align: baseline;"><b><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></b></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">昔から、人の運転に口出し</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">したがる</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">、いわゆる「バックシートドライバー」と呼ばれる輩(やから)には、うんざりします。あれこれ口うるさい上に、指示する道順も間違っていることがあり、かえって事故を招くことになりかねません。はなはだ迷惑な存在です。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">ところが、ドライバー監視システムの登場により、運転手への忠告が大きな価値を持つようになりました。</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">今日</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">のバックシートドライバーは、運転手の目や耳や頭脳となり、より正確な情報を把握したスマートな</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">パートナー</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">として、正しく道案内してくれます。なかなか頼もしい存在です。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">ドライバー監視システムは、</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">ADAS</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(先進運転支援システム)に含まれる機能の</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">1</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">つです。カメラ、センサ、プロセッサを組み込んだ車載モジュールが、ドライバーの注意力を高められるようデータとアルゴリズムを処理します。完全自動運転車の技術はまだ完成には至っておらず、開発検討が今も行われています。今後はさらに、</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">UWB</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(超広帯域無線通信)、次世代無線通信規格</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Wi-Fi 6</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">、</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5G</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">アクセスエッジ技術など、多くの技術の実装可能性も検証していかなければなりません。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">ただし、このようなシステムが実用化されるためには、開発と処理機能の評価が不可欠です。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">今週の「ニューテック・チューズデー」では、車載安全システムに</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">理想的な</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Basler</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">社と</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Arduino</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">社の開発ツール、</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> NXP Semiconductors</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">社のプロセッサに注目したいと思います。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
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</p><p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; margin-bottom: 6.75pt; margin-left: 0mm; margin-right: 0mm; margin-top: 13.5pt; margin: 13.5pt 0mm 6.75pt; mso-outline-level: 2; vertical-align: baseline;"><b><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">「見る」「聞く」「処理する」を評価</span></b><b><span style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">する<span lang="EN-US"></span></span></b></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">コンピュータビジョン・アプリケーションには、当然のことながらテストが必須です。</span><span lang="EN-US" style="color: black; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-color-alt: windowtext;"><a href="https://www.mouser.com/new/basler/basler-dart-bcon-embedded-vision-kit/" target="_blank"><span style="border: 1pt none windowtext; color: #0070bb; font-size: 12pt; mso-border-alt: none windowtext 0mm; padding: 0mm;">Basler NVIDIA</span><span lang="ZH-HK" style="border: 1pt none windowtext; color: #0070bb; font-size: 12pt; mso-border-alt: none windowtext 0mm; padding: 0mm;">社製</span><span style="border: 1pt none windowtext; color: #0070bb; font-size: 12pt; mso-border-alt: none windowtext 0mm; padding: 0mm;">Jetson Nano</span><span lang="ZH-HK" style="border: 1pt none windowtext; color: #0070bb; font-size: 12pt; mso-border-alt: none windowtext 0mm; padding: 0mm;">対応エンベデッドビジョンキット</span></a></span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">は、プラグアンドプレイの感覚で、コンピュータビジョンの迅速なプロトタイピングが可能になります。キットには、</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">S</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">マウントレンズの</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">dart</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">カメラモジュール、</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">NVIDIA Jetson Nano</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">開発者用ボード、特別に設計されたアダプターボード、接続に必要なケーブル配線が付属しています。また、統合カメラドライバ、サンプルリファレンスアプリケーションが含まれており、開発者は</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">NVIDIA Jetson</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">プラットフォームの機能を活用して、エッジ</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">AI</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">のユースケースに向けてすぐに開発パッケージ</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">を</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">使用できます。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">NVIDIA Jetson</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">シリーズは、クラウドネイティブに対応しているのも特長です。これによりメーカーや開発者は、製品の改良や、</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Jetson </span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">ベースの</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">AI</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">エッジデバイスの新機能追加が行えます。また、</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">2</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">種類のアドオンカメラキットもあり、</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Jetson Nano</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">プロセッサボードを既に使用している開発者は、対応する開発者ボードにビジョンを追加できます。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span lang="EN-US" style="color: black; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-color-alt: windowtext;"><a href="https://www.mouser.jp/new/arduino/arduino-portenta-vision-shield/?utm_source=blog&utm_medium=jan17&utm_id=social" target="_blank"><span style="border: 1pt none windowtext; color: #0070bb; font-size: 12pt; mso-border-alt: none windowtext 0mm; padding: 0mm;">Arduino Portenta Vision Shield</span></a></span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">は、</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> Arduino Portenta H7</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">開発ボードのハードウェアアドオンです。 このアドオンによってエッジコンピューティングにビジョンと音声を追加することが可能になります。このデバイスは、高レベルなコードとリアルタイムタスクを同時に実行することができるので、常時オンのマシンビジョンや音声アプリケーションに最適です。シールドはイーサネットポートでも、長距離無線通信</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">LoRA</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">オンボード接続でも利用可能</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">で、</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">どちらも</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">、</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">オンボードの</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> Himax</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">低消費電力カメラモジュール、マイク</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">2</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">つ、ローカルデータストレージ用の</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">microSD</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">カードスロットを使用します。また、超小型、無指向性音声センサによる音声認識、および音声イベント検出機能も備えています。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">最後に、このシステムの最小にして頭脳に相当する部品を紹介します。</span><span lang="EN-US" style="color: black; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-color-alt: windowtext;"><a href="https://www.mouser.jp/new/nxp-semiconductors/nxp-i-mx-8m-processors/?utm_source=blog&utm_medium=jan17&utm_id=social" target="_blank"><span style="border: 1pt none windowtext; color: #0070bb; font-size: 12pt; mso-border-alt: none windowtext 0mm; padding: 0mm;">NXP Semiconductors</span><span lang="ZH-HK" style="border: 1pt none windowtext; color: #0070bb; font-size: 12pt; mso-border-alt: none windowtext 0mm; padding: 0mm;">社製</span><span style="border: 1pt none windowtext; color: #0070bb; font-size: 12pt; mso-border-alt: none windowtext 0mm; padding: 0mm;"> i.MX 8M</span><span lang="ZH-HK" style="border: 1pt none windowtext; color: #0070bb; font-size: 12pt; mso-border-alt: none windowtext 0mm; padding: 0mm;">アプリケーションプロセッサ</span></a></span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">は、ストリーミング・オーディオ</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">/</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">ビデオ機器向けの最大</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">4</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">個の</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">1.5GHz Arm</span><sup><span lang="EN-US" style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 9pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-border-alt: none windowtext 0mm; padding: 0mm;">®</span></sup><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> Cortex</span><sup><span lang="EN-US" style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 9pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-border-alt: none windowtext 0mm; padding: 0mm;">®</span></sup><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">-A53</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">コアと</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Cortex-M4</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">コアを搭載しています。このクワッドプロセッサは、ストリーミングメディアと</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">3D</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">グラフィックスの新要件に対応しています。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">i.MX 8M</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">は</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">、</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">フル</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">4K </span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">ハイダイナミックレンジ (</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">HDR</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)とプロ用オーディオの最高レベルの忠実度、最大</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">20</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">のオーディオ・チャネル、</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">DSD512</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">オーディオを提供。また、小型フォームファクタ(</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">0.65mm</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">ピッチ)で柔軟なメモリオプションと高速接続を提供します。
なお、</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">NXP</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">社</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">は</span><span lang="EN-US" style="color: black; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-color-alt: windowtext;"><a href="https://www.mouser.com/news/nxp-mobility-technology/nxp-smart-mobility.html?utm_source=blog&utm_medium=jan17&utm_id=social#p=1" target="_blank"><span style="border: 1pt none windowtext; color: #0070bb; font-size: 12pt; mso-border-alt: none windowtext 0mm; padding: 0mm;">eBook</span><span lang="ZH-HK" style="border: 1pt none windowtext; color: #0070bb; font-size: 12pt; mso-border-alt: none windowtext 0mm; padding: 0mm;">『スマートモビリティの未来を切り拓くテクノロジー』</span></a></span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">にて同社のスマートモビリティ技術について詳しく紹介しています</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">。<span lang="EN-US"></span></span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> <br /></span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; margin-bottom: 6.75pt; margin-left: 0mm; margin-right: 0mm; margin-top: 13.5pt; margin: 13.5pt 0mm 6.75pt; mso-outline-level: 2; vertical-align: baseline;"><b><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">今週のまとめ</span></b><b><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></b></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">現在、</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">物陰から現れる歩行者や対向車など、意識の範囲外の事象にも</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">ドライバーが</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">気づ</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">けるような</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">ドライバー監視システムの開発が</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">行われて</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">います。完全自動運転車の開発が進められている今、その応用できる領域は日々広がっています。ただし、システムを実用化する前に、正しい開発ツールを利用してシステムの機能をしっかり確認しておくことが大切です。</span><span lang="EN-US" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p><p class="MsoNormal"><b><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">著者</span></b><span lang="EN-US" style="font-family: "Meiryo UI";"><br /></span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></b></p><div class="separator" style="clear: both; text-align: center;"><b><a href="https://blogger.googleusercontent.com/img/a/AVvXsEg0j0J2Ow6hSGvQlze4mOYM_jBNcfLfeziXmxqMo6g94hJVbe66yuknT_caWW98B9reQ93bo6NqcSHj13L2aZ38O3SsDBRUkyEqcockBPZOGjNw5jeR_ZCz0P822wcAHBtdBct9r5rmKV2y2ULX3zv-tOfZqP6s8OdgCKUp3LLTusde-Y7Q8abC8mMm=s200" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="200" data-original-width="200" height="200" src="https://blogger.googleusercontent.com/img/a/AVvXsEg0j0J2Ow6hSGvQlze4mOYM_jBNcfLfeziXmxqMo6g94hJVbe66yuknT_caWW98B9reQ93bo6NqcSHj13L2aZ38O3SsDBRUkyEqcockBPZOGjNw5jeR_ZCz0P822wcAHBtdBct9r5rmKV2y2ULX3zv-tOfZqP6s8OdgCKUp3LLTusde-Y7Q8abC8mMm" width="200" /></a></b></div><b>トニー・カミングス</b><p></p><p class="MsoNormal"><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">米国テキサス州在住のフリーランスライター兼編集者。ジャーナリスト歴は</span><span lang="EN-US" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">40</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">年以上におよび、 現在、</span><span lang="EN-US" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-font-style: italic; mso-bidi-theme-font: minor-latin;">Texas Monthly</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">誌、</span><span lang="EN-US" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-font-style: italic; mso-bidi-theme-font: minor-latin;">Oklahoma Today</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">誌</span><span style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">にて</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">執筆中。過去</span><span style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">に</span><span lang="EN-US" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-font-style: italic; mso-bidi-theme-font: minor-latin;">Dallas Morning News</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">紙、</span><span lang="EN-US" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-font-style: italic; mso-bidi-theme-font: minor-latin;">Fort Worth Star-Telegram</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">紙、</span><span lang="EN-US" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-font-style: italic; mso-bidi-theme-font: minor-latin;">San Francisco
Chronicle</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">紙など</span><span style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">での</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">執筆経験を持つ。シリコンバレーのドットコム・ブームを取材し、様々なメディアでデジタルコンテンツやオーディエンスエンゲージメント編集に携わる。</span><span lang="EN-US" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">2018</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">年から</span><span lang="EN-US" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">2021</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">年までマウザー・エレクトロニクスにてテクニカルコンテンツ</span><span style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">・</span><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">プロダクトコンテンツ・スペシャリストとして勤務。</span></p><p class="MsoNormal"><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p><p class="MsoNormal"><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p><p class="MsoNormal"><span lang="ZH-HK" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span><span lang="EN-US" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
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<div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span>★★★★★★★★★★★★★★★★★★★★
</span></span></span></span></div><div class="MsoNormal"><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span>
Mouserブログをもっと読む</span></span></span></span></div><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span> ➡ <a href="https://www.mouser.com/blog?utm_source=jp-blog&utm_medium=social" target="_blank">Mouserサイト・英語(あらゆる種類・最新トピックの記事)</a></span></span></span></span></div><span style="font-size: medium;"><span style="font-family: arial;"><span><span> ➡ <a href="https://mouserjapan.blogspot.com/" target="_blank">日本語ページ(ピックアップして翻訳した記事)</a></span></span></span></span></div><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span>★★★★★★★★★★★★★★★★★★★★</span></span></span></span></div>Mouser Japanhttp://www.blogger.com/profile/17823163461486682307noreply@blogger.com0tag:blogger.com,1999:blog-5786635332508926329.post-63773670927822930252021-12-22T19:04:00.000+09:002021-12-22T19:04:14.265+09:00自動運転車が走りやすい安全な道路とは?<p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEi1WBLR9H8DOZWkmw7DYgP9HmPfwAahffGvAtEHGe-IgGFbU8gLch2_-MGoABFeKqLo2J_NaMjbR8dBJvMNnWqnPJBnDP2NAtDTH0IheceB0E-dC0j5i53ZgPwaipZlbFy0IMim2xyG-ooSk0esPNSBGssrXnHRhmoi3UXEc9r_4DRxGC_wP1J0KntK=s1652" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="576" data-original-width="1652" height="224" src="https://blogger.googleusercontent.com/img/a/AVvXsEi1WBLR9H8DOZWkmw7DYgP9HmPfwAahffGvAtEHGe-IgGFbU8gLch2_-MGoABFeKqLo2J_NaMjbR8dBJvMNnWqnPJBnDP2NAtDTH0IheceB0E-dC0j5i53ZgPwaipZlbFy0IMim2xyG-ooSk0esPNSBGssrXnHRhmoi3UXEc9r_4DRxGC_wP1J0KntK=w640-h224" width="640" /></a></div><!--[if !mso]>
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="61" Name="Light List"/>
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<w:LsdException Locked="false" SemiHidden="true" Name="Revision"/>
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<w:LsdException Locked="false" Priority="30" QFormat="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
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mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-parent:"";
mso-padding-alt:0mm 5.4pt 0mm 5.4pt;
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</p><p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">近年、</span><span lang="EN-US" style="font-family: "Meiryo UI";"><a href="https://www.mouser.jp/empowering-innovation/intelligent-transportation-systems?utm_source=twitter&utm_medium=blog&utm_campaign=eitdec&utm_id=social#modal12" target="_blank" title="TE Connectivity MATEnet Automotive Ethernet Connectors"><span lang="ZH-HK">自動運転車</span></a></span><span class="MsoHyperlink"><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">を取り巻き、</span></span><span lang="ZH-HK" style="font-family: "Meiryo UI";">先進センサ技術やニューラルネットワーク</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">の分野も含め、<span class="MsoHyperlink">驚くべき速度で</span></span><span lang="ZH-HK" style="font-family: "Meiryo UI";">テクノロジー開発が</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">進んでいます。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p><p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"><br />
</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">しかし、自動運転車の実現にあたってテクノロジーが必要なのは、自動車</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">そのものだけではなく、</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">走行する道路</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">に</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">も、自動運転車がより走りやすい、より安全な道路へと進化させる必要があります。</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">この点にいたっては、</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">少しずつ注目を集めてはいますが、まだ広くは認識されていないようです。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">例えば、米国運輸省は自動運転車のためのガイドラインを発表していますが、
そこでは自動車メーカーが製品の安全性を確保する上で守るべき項目を定めながらも、道路建設業者やドライバーが何を守るべきかについては言及していません。このような</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">視野の狭さ</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">も当然かもしれません。現在、半自動運転車が自動車全体に占める比率はまだ低く、どれほど大胆な予測をしても、この比率が大きく変わることは当分の間ないからです。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">このようなことから、次のような大きな疑問が生まれます。ごく少数のドライバーのために資金を投じて道路を作り変えるのは、果たして正しいことなのだろうか?</span><span lang="EN-US" style="font-family: "Meiryo UI";"><span style="mso-spacerun: yes;">
</span></span><span lang="ZH-HK" style="font-family: "Meiryo UI";">そのような改修によって、利用者の安全が脅かされ</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">たり</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">しないか?</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">そんな議論が行われている間にも、自動運転車の設計や製造を行っているメーカー側は、道路網の強化を積極的に推し進めており、
政府もその動きに応えています。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">正しい車線標示を</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">自動車メーカーは、政府の基準に従った正しい路面標示こそが、直接の改善につながると訴えています。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">テスラの最高経営責任者(</span><span lang="EN-US" style="font-family: "Meiryo UI";">CEO</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)イーロン・マスク氏は、ロサンゼルス近郊の高速道路の車線が二重に表示されている状況を記者たちに伝えました。車線が二重になると、自動運転車は間違った表示に従い、車線から外れてしまう可能性があります。テスラが自動運転車のために道路を安全なものにするには、事前にあらゆる車線をマッピングしておかなければなりません。つまり</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">自動</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">車はすべてセンサに依存しているわけではないのです。「もっときちんと車線を表示すべきだ。こんな車線標示はクレイジーだ」とマスク氏は言います。同氏は道路の改修に向けてロビー活動を行う団体にすでに資金提供を行っています。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEg5Z9rltW-51siPJpzmoVqleOh-gBFNLgb80sr3fXfdGiVwmx_qeGimPIywNie0rgrTESniopzj38AKUoPAWcv7RjiejZYRenBkgaOGuuGh-LM6P0h1TMXkmITu2Jy-Zwis1MXOwbyHjxb9WnmWg-jiiDzMlKn_1yvGk3EbbYFhCsqVMGNLWo3yKhO-=s646" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="400" data-original-width="646" height="248" src="https://blogger.googleusercontent.com/img/a/AVvXsEg5Z9rltW-51siPJpzmoVqleOh-gBFNLgb80sr3fXfdGiVwmx_qeGimPIywNie0rgrTESniopzj38AKUoPAWcv7RjiejZYRenBkgaOGuuGh-LM6P0h1TMXkmITu2Jy-Zwis1MXOwbyHjxb9WnmWg-jiiDzMlKn_1yvGk3EbbYFhCsqVMGNLWo3yKhO-=w400-h248" width="400" /></a></div><span style="font-size: x-small;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">図</span><span lang="EN-US" style="font-family: "Meiryo UI";">1</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">:英国ボストンの戦争記念公園付近のバス停と自転車用レーンの路面標示(</span><span lang="EN-US" style="font-family: "Meiryo UI";">2020</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">年</span><span lang="EN-US" style="font-family: "Meiryo UI";">8</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">月)。(画像:</span><span lang="EN-US" style="font-family: "Meiryo UI";">Tony Dunn / Shutterstock.com</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)</span></span><span lang="EN-US" style="font-family: "Meiryo UI";"></span><p></p>
<p class="MsoNormal"><b><span lang="EN-US" style="font-family: "Meiryo UI";"> </span></b></p><p class="MsoNormal"><b><span lang="EN-US" style="font-family: "Meiryo UI";"></span></b></p><div class="separator" style="clear: both; text-align: center;"><b><a href="https://blogger.googleusercontent.com/img/a/AVvXsEiumUVF0UcVzukwkQMUQrKejGBUdbV7Z0l2WQxKvYjJIgoxke6o-0cqYjeTVUrnop7qeiqzQ1kPJqnwYKj2hXWd7Vcw_6yAOvgHU7IABKgLpjjHo_1c4LJJH3dTO43spOZzw3PwCfYSZS-dYRyV5771qVdx19IINEjkHf-v1bupeNofW9UTJs069-YL=s1294" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="386" data-original-width="1294" height="190" src="https://blogger.googleusercontent.com/img/a/AVvXsEiumUVF0UcVzukwkQMUQrKejGBUdbV7Z0l2WQxKvYjJIgoxke6o-0cqYjeTVUrnop7qeiqzQ1kPJqnwYKj2hXWd7Vcw_6yAOvgHU7IABKgLpjjHo_1c4LJJH3dTO43spOZzw3PwCfYSZS-dYRyV5771qVdx19IINEjkHf-v1bupeNofW9UTJs069-YL=w640-h190" width="640" /></a></b></div><b><br /> </b><p></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">道路標識と信号の統一</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">自動運転車メーカーが頭を悩ませているのは、標識、信号、道路標示が統一されていないという点です。州や国境を越えると、要素のデザインや形式が一変してしまうこともあ</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">ります</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">スマート道路</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">従来の道路要素をただ改善するだけはなく、スマートソリューションへとシフトする動きも見られます。米国政府の研究者グループは最近、次のような見解を発表しました。「自動運転車が安全に走行するためには、道路、道路標識、信号がマッピングされ、インテリジェント化される必要がある」。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">車車間・路車間通信</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">スマートな道路を作るというこの動きに、車載</span><span lang="EN-US" style="font-family: "Meiryo UI";">LTE</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">や</span><span lang="EN-US" style="font-family: "Meiryo UI";">DSRC</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">(狭域通信)などの通信規格はまさにうってつけです。こうした通信技術によって、車車間通信(</span><span lang="EN-US" style="font-family: "Meiryo UI";">V2V</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)と路車間通信(</span><span lang="EN-US" style="font-family: "Meiryo UI";">V2I</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)が可能になり、さらには、このいずれもがより広範な車車間・路車間通信(</span><span lang="EN-US" style="font-family: "Meiryo UI";">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)を構成するものとなります。</span><span lang="EN-US" style="font-family: "Meiryo UI";"><a href="https://www.mouser.jp/empowering-innovation/intelligent-transportation-systems?utm_source=twitter&utm_medium=blog&utm_campaign=eitdec&utm_id=social#modal9" target="_blank" title="ST Micro Automotive Component Resources">V2V<span lang="ZH-HK">システム</span></a></span><span lang="ZH-HK" style="font-family: "Meiryo UI";">は、航空機に使用される空中衝突防止装置(</span><span lang="EN-US" style="font-family: "Meiryo UI";">TCAS</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)にように、衝突の可能性をドライバーに警告してくれます。米国運輸省道路交通安全局は、</span><span lang="EN-US" style="font-family: "Meiryo UI";">10</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">年以上におよぶ推進運動を経て、トランスポンダーを使用した</span><span lang="EN-US" style="font-family: "Meiryo UI";">V2V</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">システムの義務化に関して、やっと公式な承認を得るところまで来ています。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"> </span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgl1dda_leNXQaMx0RBYoMhADWxmQcVQq3lP2ps-VPA-VHa0Dtw-4fbS7upAfC-os8aZ6qQ2T1AiqUa2NoQ_lJQ5dhqrh7Nk0KSnI0gj558rw2YTHQcDhTZnvfMHM5NcXX3PoUbIHOaQLQdeTF8W1zT0THskadgAcGiIIRJPUKN56J1Ewc6G8CXMJ66=s646" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="350" data-original-width="646" height="216" src="https://blogger.googleusercontent.com/img/a/AVvXsEgl1dda_leNXQaMx0RBYoMhADWxmQcVQq3lP2ps-VPA-VHa0Dtw-4fbS7upAfC-os8aZ6qQ2T1AiqUa2NoQ_lJQ5dhqrh7Nk0KSnI0gj558rw2YTHQcDhTZnvfMHM5NcXX3PoUbIHOaQLQdeTF8W1zT0THskadgAcGiIIRJPUKN56J1Ewc6G8CXMJ66=w400-h216" width="400" /></a></div><p></p><p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; mso-fareast-language: JA; mso-no-proof: yes;"></span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span style="font-size: x-small;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">図</span><span lang="EN-US" style="font-family: "Meiryo UI";">2</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">:</span><span lang="EN-US" style="font-family: "Meiryo UI";">V2V</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">通信は、自動運転車が走行する安全な道路を作るために不可欠です。(画像:</span><span lang="EN-US" style="font-family: "Meiryo UI";"> Scharfsinn - shutterstock.com</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)</span></span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";">V2V</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">と</span><span lang="EN-US" style="font-family: "Meiryo UI";">V2I</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">は、もともと人間のドライバーを支援することを想定して生まれた技術です。しかし、どちらも自動運転車にとって極めて有益な技術であり、</span><span lang="EN-US" style="font-family: "Meiryo UI";"><a href="https://www.mouser.jp/empowering-innovation/intelligent-transportation-systems?utm_source=twitter&utm_medium=blog&utm_campaign=eitdec&utm_id=social#modal11" target="_blank" title="TE Connectivity MATEnet Automotive Ethernet Connectors"><span lang="ZH-HK">センサデータを補完し、そのデータを他の道路利用者と共有する</span></a></span><span lang="ZH-HK" style="font-family: "Meiryo UI";">ことで 、状況をより明確に把握することが可能になります。中国のネット検索大手、バイドゥの研究者はさらに大きなメリットがあることを指摘しています。例えば、警察官が交通整理で行う手信号は、自動運転車には理解できず、手信号の指示に従うためには人間のドライバーによる制御が必要になります。バイドゥは、このような場合、交通整理の警察官</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">に</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">ビーコンを装着</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">させ</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">、</span><span lang="EN-US" style="font-family: "Meiryo UI";">V2I</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">ネットワーク経由で自動車を誘導するなど、</span><span lang="EN-US" style="font-family: "Meiryo UI";">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">技術がこの問題の解決策になると説明しています。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">人間のドライバーにとってのメリットとは?</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">自動運転車のために道路を作り変えようというこうした動きは、議論を招くことになるでしょう。自動運転車のために最適な道路ができたとしても、人間のドライバーの安全性が損なわれる可能性があるからです。さらには、ある道路の区間は人間のドライバーによる運転が禁止されるという状況も生まれるかもしれません。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">自動運転車は人間のドライバーよりも周囲状況の認識力が高く、またより迅速に反応できます。そのため、自動運転車向けの道路はもっと狭くすることができるので、建設費は低くなり、土地の有効活用にもつながります。自動車もより狭い車間距離で、より速く走行することができ、しかも</span><span lang="EN-US" style="font-family: "Meiryo UI";"><a href="https://www.mouser.jp/empowering-innovation/intelligent-transportation-systems?utm_source=twitter&utm_medium=blog&utm_campaign=EITdec&utm_id=social#modal8" target="_blank" title="ST Micro Automotive Component Resources">V2I<span lang="ZH-HK">技術</span></a></span><span lang="ZH-HK" style="font-family: "Meiryo UI";">によって道路標識や信号機も不要になります。ただし、これはすべて、人間のドライバーや歩行者などの道路利用者が混在していないことが前提となっているのです。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEhmbkJexvFw6UAUt6076h7ZP4_0doTPYCrrsv6b7097pVx8cnyIEWwCUfukzctWjJ2KcvAv4NYV3c1qPK7kJfeuZhQb8o2WIhxrDmi6zqm3Jf5S6gQvCCWiYaNERVb9jU4TlSeN9M_xnBp6gJXhmsnY1gyrTARw-YqFWzAAMz-uhzUkQTLqjjkLsGwG=s1602" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="396" data-original-width="1602" height="158" src="https://blogger.googleusercontent.com/img/a/AVvXsEhmbkJexvFw6UAUt6076h7ZP4_0doTPYCrrsv6b7097pVx8cnyIEWwCUfukzctWjJ2KcvAv4NYV3c1qPK7kJfeuZhQb8o2WIhxrDmi6zqm3Jf5S6gQvCCWiYaNERVb9jU4TlSeN9M_xnBp6gJXhmsnY1gyrTARw-YqFWzAAMz-uhzUkQTLqjjkLsGwG=w640-h158" width="640" /></a></div><br /> <p></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">改善への歩み</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">ここで最初の疑問に戻ってみましょう。自動運転車のために道路を作り変えるのは、本当に正しいことなのでしょうか。この議論は今後も続き、明確な答えは見つからないのかもしれません。特に政府からの介入もないまま、これからも小規模の改修が少しずつ行われてゆくのでしょう。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";">2035</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">年の未来を想像してみて下さい。今や自動車の</span><span lang="EN-US" style="font-family: "Meiryo UI";">4</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">台に</span><span lang="EN-US" style="font-family: "Meiryo UI";">1</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">台が、高度な自動運転機能を搭載しています。都市交通計画</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">の担当</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">者たちは、衝突事故データを調べ、交通量の</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">多い</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">交差点での衝突事故の</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">大半</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">が自動運転車によるものであることに気づきます。さらに調べると、太陽光がある角度から差すとセンサが信号機を読み取れなくなることが、事故原因であることが</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">判明したことで</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">、新しい信号機を導入すると、すぐに衝突事故は減少します。こうした対応が、自動運転車のための安全な道路作りにつながっていきます。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">はたして、</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">人間にとって</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">、それが</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">本当に安全な道路なのでしょうか?</span><span lang="EN-US" style="font-family: "Meiryo UI";"> </span><span lang="EN-US"></span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"> <br /></span></p>
<p class="MsoNormal"><b><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">写真</span></b><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">画像出典元(表示順)</span></b><span lang="EN-US" style="font-family: "Meiryo UI";"><br />
Yury Gubin - stock.adobe.com</span></p>
<p><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 10.0pt; mso-ansi-language: EN-US; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-fareast-language: ZH-HK;"></span></b></p><p> </p><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span>★★★★★★★★★★★★★★★★★★★★
</span></span></span></span></div><div class="MsoNormal"><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span>
Mouserブログをもっと読む</span></span></span></span></div><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span> ➡ <a href="https://www.mouser.com/blog?utm_source=jp-blog&utm_medium=social" target="_blank">Mouserサイト・英語(あらゆる種類・最新トピックの記事)</a></span></span></span></span></div><span style="font-size: medium;"><span style="font-family: arial;"><span><span> ➡ <a href="https://mouserjapan.blogspot.com/" target="_blank">日本語ページ(ピックアップして翻訳した記事)</a></span></span></span></span></div><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span>★★★★★★★★★★★★★★★★★★★★</span></span></span></span></div><p> </p>Mouser Japanhttp://www.blogger.com/profile/17823163461486682307noreply@blogger.com0tag:blogger.com,1999:blog-5786635332508926329.post-73001203070428502542021-12-10T13:50:00.003+09:002021-12-22T18:54:35.802+09:00車輪付きスマートフォン・コネクテッドカー 最適経路から近隣のドライバ情報までなんでもつながる未来に<p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEg56-tKJWni0vdbTqnJ3FZJrLCAHgUBCskC9ONzokDaBjx3ntDyDwP4_AgfgBxr6MA-0oFJPEOgdJFr9X8i0MELfdsH-4ENAdbqRCOl3CkyLK0ZP3UMC8NIz-tFyLOJvDNPvp-kSCCrmby1WpKVhqZV_77VzUcGDagrfLLRX0qxgPiUtwVx96_x6rlu=s1082" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="471" data-original-width="1082" height="278" src="https://blogger.googleusercontent.com/img/a/AVvXsEg56-tKJWni0vdbTqnJ3FZJrLCAHgUBCskC9ONzokDaBjx3ntDyDwP4_AgfgBxr6MA-0oFJPEOgdJFr9X8i0MELfdsH-4ENAdbqRCOl3CkyLK0ZP3UMC8NIz-tFyLOJvDNPvp-kSCCrmby1WpKVhqZV_77VzUcGDagrfLLRX0qxgPiUtwVx96_x6rlu=w640-h278" width="640" /></a></div><br /><p></p><p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">今日、人々が移動に費やす時間はますます増えています。平均的なアメリカ人は週に</span><span lang="EN-US" style="font-family: "Meiryo UI";">8</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">時間以上を車の中で過ごしていると言われています。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">さらに、テキサス</span><span lang="EN-US" style="font-family: "Meiryo UI";"> A&M</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">交通研究所(</span><span lang="EN-US" style="font-family: "Meiryo UI";">TTI</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)の調べによると、アメリカ人は交通渋滞により平均で年間</span><span lang="EN-US" style="font-family: "Meiryo UI";">54</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">時間もの時間を失っているそうです。ワシントン</span><span lang="EN-US" style="font-family: "Meiryo UI";">D.C.</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">とロサンゼルスでは、状況はさらに深刻で、渋滞によって失われる時間は、それぞれ年間</span><span lang="EN-US" style="font-family: "Meiryo UI";">102</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">時間、</span><span lang="EN-US" style="font-family: "Meiryo UI";">119</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">時間にものぼります。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">この問題は労働時間の損失にとどまりません。交通渋滞は燃料</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">の浪費につながり</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">(米国では年間</span><span lang="EN-US" style="font-family: "Meiryo UI";">33</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">億ガロン)、大気中の温室効果ガスの増加をもたらします。</span><span lang="EN-US" style="font-family: "Meiryo UI";">2019</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">年の調査によると、燃料消費の無駄と労働時間の損失は、米国で</span><span lang="EN-US" style="font-family: "Meiryo UI";">1,660</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">億ドルの経済損失になると推定されています。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">自動車メーカーはこのような課題に絶えず取り組んできました。今では自動車は、遮音性、シートの快適性、空調システムにより、まるで繭の中にいるような快適さを提供します。また、アンチロックブレーキ、エアバッグ、クラッシャブルゾーンなどの革新的な技術のおかげで、事故による生存率も上がりました。渋滞の退屈を紛らわすには、デジタルラジオ放送、スマートフォンの音楽、後部座席用の</span><span lang="EN-US" style="font-family: "Meiryo UI";">DVD</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">プレーヤーなど、さまざまな車内エンターテインメントが利用できます。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEiee0klLWGKQftHskuJYX0ke_845BW4ednlWlcFxjxzoGGXAEOC5XicZkcPijcK_nZwjavEbYemSQXsqcx-GHaxdblkrouAuUfsiAbrg9YGBsUeVoS0eXOludTs0ZKXHBFqglj_u_a68_1xdHhBaI-62OJyPb7P3PQqjHPVRILKD91o6jFXgSBYVXp2=s516" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="277" data-original-width="516" height="344" src="https://blogger.googleusercontent.com/img/a/AVvXsEiee0klLWGKQftHskuJYX0ke_845BW4ednlWlcFxjxzoGGXAEOC5XicZkcPijcK_nZwjavEbYemSQXsqcx-GHaxdblkrouAuUfsiAbrg9YGBsUeVoS0eXOludTs0ZKXHBFqglj_u_a68_1xdHhBaI-62OJyPb7P3PQqjHPVRILKD91o6jFXgSBYVXp2=w640-h344" width="640" /></a></div><span lang="EN-US" style="font-family: "Meiryo UI";"></span><p></p>
<p class="MsoNormal"><span style="font-size: x-small;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">図</span><span lang="EN-US" style="font-family: "Meiryo UI";">1</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">:交通渋滞は、</span><span lang="EN-US" style="font-family: "Meiryo UI";">2019</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">年に米国で約</span><span lang="EN-US" style="font-family: "Meiryo UI";">1,330</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">億ドルに相当する燃料と労働時間の損失をもたらしました。(</span><span lang="EN-US" style="font-family: "Meiryo UI";">FrimuFilms / shutterstock.com</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)</span></span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">さらに近年、車内システムは、インターネット接続によって進化しています。インターネットへの接続により、ドライバーも同乗者も、まるで自宅やオフィスにいるようにビジネスネットワークやソーシャルネットワークに「つながった」ままでいられ、渋滞に巻き込まれても生産的に時間</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">を</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">過ごすことができるようになりました。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">しかし、インターネットの接続性がさらに進化したらどうでしょうか。ドライバーや乗員が何もしなくても、</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">小さな</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">温度センサ</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">から</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">、エンジン管理ユニット</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">、</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">衛星ナビゲーション</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">までのすべてが</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">、インターネット経由で情報の送受信ができるようになるとしたら。そのようなコネクティビティこそ、自動車に乗る人の安全と快適性をいちだんと高め、今日の交通渋滞による数々の課題を解決してくれるはずです。そんな未来のクルマのことを</span><a href="https://www.mouser.jp/empowering-innovation/intelligent-transportation-systems?utm_source=twitter&utm_medium=blog&utm_campaign=EITdec&utm_id=social#modal5" target="_blank"><span lang="EN-US" style="font-family: "Meiryo UI";"></span></a><a title="TDK Automotive Telematics Control Unit Applications"><span lang="ZH-HK">「コネクテッドカー」</span></a><span lang="ZH-HK" style="font-family: "Meiryo UI";">と</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">言います</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"> </span></p><p class="MsoNormal"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEjVcxmYb76iNdzXg0W1pZldbGR2E275AfzFSCXfMzOqaEhriWPX45lSvtNT8sUKgwWu9PfLGzPgOM2hdOSzhLrcSzTyEin42y3XKR68gSA8aZoliO4mzeEFJIBfeWSd9uQsjlUwCsfnDzGMdie0V7gpRGNRItkXLfjRzFpJHalxy7u4r8IR_899zenn=s1289" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="317" data-original-width="1289" height="158" src="https://blogger.googleusercontent.com/img/a/AVvXsEjVcxmYb76iNdzXg0W1pZldbGR2E275AfzFSCXfMzOqaEhriWPX45lSvtNT8sUKgwWu9PfLGzPgOM2hdOSzhLrcSzTyEin42y3XKR68gSA8aZoliO4mzeEFJIBfeWSd9uQsjlUwCsfnDzGMdie0V7gpRGNRItkXLfjRzFpJHalxy7u4r8IR_899zenn=w640-h158" width="640" /></a></div><span lang="EN-US" style="font-family: "Meiryo UI";"><br /></span><p></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">インターネットとモバイルネットワークの融合</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";">IoT</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">は、主なデータ入力源を人からコンピュータ、機械、センサに置き換えている点で従来のインターネットとは異なっています。</span><span lang="EN-US" style="font-family: "Meiryo UI";">IoT</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">により、人の介入を必要とせず、物理的な世界はインターネットに直接つながるようになります。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">これは決して小さなことではありません。間違えやすく飽きやすい</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">ヒト</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">とは異なり、データを収集するという使命を与えられたシステムは、間違えることも飽きることもなく、与えられた任務を遂行します。</span><span lang="EN-US" style="font-family: "Meiryo UI";">1999</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">年に「</span><span lang="EN-US" style="font-family: "Meiryo UI";">Internet of Things</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">(モノのインターネット)」という言葉を生み出した人物として知られるケビン・アシュトンは、次のように言っています。「もし、人の手を借りずに収集したデータを使って、モノについてすべてを知ることのできるコンピュータがあれば、あらゆるものの追跡と計算が可能になり、無駄、損失、コストが大幅に削減できるだろう。」</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">ネットワーク会社のシスコシステムズ</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">社</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">は、</span><span lang="EN-US" style="font-family: "Meiryo UI";">IoT</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">について、「インターネットプロトコル(</span><span lang="EN-US" style="font-family: "Meiryo UI";">IP</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)ネットワーク(家庭やオフィスにある数百万個のコンピューターと数十億個のその他の</span><span lang="EN-US" style="font-family: "Meiryo UI";">IP</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">デバイス)とモバイルネットワーク(インターネットに接続可能な携帯電話からの数百万の音声通信と数十億のデータパケット)を融合して、単純なセンサ、機械、さらには自動車などの複雑なモノにいたるまで、共通のインフラを使用して、</span><span lang="EN-US" style="font-family: "Meiryo UI";">1</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">兆のエンドポイントからなるネットワークを形成すること」であると説明しています。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">自動車業界では、「無駄を無くし、ロスを減らし、コストを削減する」という言葉が繰り返し唱えられており、自動車メーカーは、製品を提供するシリコンベンダーとともに、</span><span lang="EN-US" style="font-family: "Meiryo UI";">IoT</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">を最も熱心に推進しています。その理由の</span><span lang="EN-US" style="font-family: "Meiryo UI";">1</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">つは、エンジン管理ユニット(</span><span lang="EN-US" style="font-family: "Meiryo UI";">EMU</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)などの主要コンポーネントを中心に、車載ソフトウェアのアップデートを</span><span lang="EN-US" style="font-family: "Meiryo UI";">OTA</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">(</span><span lang="EN-US" style="font-family: "Meiryo UI";">Over The Air</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">:無線経由)で行うことにより、コストの削減を図ることができるからです。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p><p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">これにより、何百万台もの車にリコールコストを発生させることなく、重要な修正を行うことができます。とはいえ、自動車メーカーの意図が何であれ、自動車への</span><span lang="EN-US" style="font-family: "Meiryo UI";">IoT</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">導入は、消費者にとっても大きな魅力があります。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">高度道路交通システム(</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI";">ITS</span></b><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">)</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";">IoT</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">は、自動車のあらゆる側面で活用されるようになります。たとえば、自動車のメカニズム、交通を支える</span><a href="https://www.mouser.jp/empowering-innovation/intelligent-transportation-systems?utm_source=twitter&utm_medium=blog&utm_campaign=EITdec&utm_id=social#modal7" target="_blank"><span lang="EN-US" style="font-family: "Meiryo UI";"></span></a><a href="https://www.mouser.jp/empowering-innovation/intelligent-transportation-systems?utm_source=twitter&utm_medium=blog&utm_campaign=EITdec&utm_id=social#modal7" target="_blank" title="TDK Automotive Telematics Control Unit Applications"><span lang="ZH-HK">外部インフラ</span></a><span lang="ZH-HK" style="font-family: "Meiryo UI";">、乗員の快適性や娯楽は、すべてつながっているでしょう。コネクテッドカー</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">は</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">、安全・道路支援をはじめ、車内・車間通信、スマート交通制御、スマート交通管制、道路通行料自動徴収システム(</span><span lang="EN-US" style="font-family: "Meiryo UI";">ETC</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)、車両制御などが統合され</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">た</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">高度道路交通システム(</span><span lang="EN-US" style="font-family: "Meiryo UI";">ITS</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)の</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">メリットを受けるようになります。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEhzmW8iPacF4z86Bc3UO_HJyFvtrbu6a8oy8VopD5y-L-dzCYE1fImgNt1OBAMBewxZR7qu4o1FM2jr-6BV7WcHMjfm5KKRbCSFQfDbUYKCXruZt49i41eJ16e3tMV26UKc8udVvYY9qkHI6y4LAp27ARPNvMrzsVmAPEcBkt9BMP_l9633ouQsGkML=s535" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="389" data-original-width="535" height="466" src="https://blogger.googleusercontent.com/img/a/AVvXsEhzmW8iPacF4z86Bc3UO_HJyFvtrbu6a8oy8VopD5y-L-dzCYE1fImgNt1OBAMBewxZR7qu4o1FM2jr-6BV7WcHMjfm5KKRbCSFQfDbUYKCXruZt49i41eJ16e3tMV26UKc8udVvYY9qkHI6y4LAp27ARPNvMrzsVmAPEcBkt9BMP_l9633ouQsGkML=w640-h466" width="640" /></a></div><span style="font-size: x-small;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">図</span><span lang="EN-US" style="font-family: "Meiryo UI";">2</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">:コネクテッドカーは、高度道路交通システム(</span><span lang="EN-US" style="font-family: "Meiryo UI";">ITS</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)の</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">メリット</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">を受けるようになります。(画像:</span><span lang="EN-US" style="font-family: "Meiryo UI";">ETSI</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)</span></span><span lang="EN-US" style="font-family: "Meiryo UI";"></span><p></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";">IoT</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">に接続された自動車は、位置、速度、方向に関する情報を提供し、それによって強力なサーバーが交通の流れを解析し、ボトルネックを予測し、交通渋滞の発生時には通行を制御します。車内のドライバーには、この先に渋滞があることが伝えられ、すいている経路が案内されます。車外では、これらのコンピュータによる渋滞緩和策として、可変速度制限、スマート信号機</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">・</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">標識、</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">交通流の最適化</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">、可変料金制などがあります。これまでも、道路に設置されたモニタや誘導ループを使って交通流を計測するシステムは既にありましたが、コネクテッドカーから直接得られるデータは、より正確な情報をより広範囲にわたり</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">リ</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">アルタイムで提供します。コネクテッドカーに供給されるデータも運転体験の向上につながります。いつの日か激怒したドライバーによる「ロードレージ」も過去のものとなるかもしれません。次世代のコネクテッドカーによって、リアルタイムで交通渋滞を回避することも、すぐに駐車スポットを見つけることも、さらには</span><span lang="EN-US" style="font-family: "Meiryo UI";">GPS</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">を使って近くの充電スタンドを探したり、その価格を比較したりすることも可能になります。シアトルに本社を置く</span><span lang="EN-US" style="font-family: "Meiryo UI";"><a href="https://inrix.com/products/inrix-parking/" target="_blank" title="Go to INRIX's website">INRIX</a></span><span lang="ZH-HK" style="font-family: "Meiryo UI";">社は、コネクテッドカー向けのツール開発を行っています。同社は路上駐車や駐車場を見つけるためのツールなども開発しており、また、</span><span lang="EN-US" style="font-family: "Meiryo UI";">1</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">日あたり</span><span lang="EN-US" style="font-family: "Meiryo UI";">20</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">億ものデータポイントから予測できるリアルタイム交通情報を提供し、</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">データは</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">車載の交通サービスに活用</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">されています</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">コネクテッドカーは、ドライバーと直接コミュニケーションが取れるので、渋滞のある地域を回避する方法も案内してくれます。さらには将来的に、渋滞が激しい区間は、リモートコンピュータに運転や走行を任せ、渋滞解消後に運転をドライバーに戻すことも可能になるかもしれません。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">ただし、渋滞の解消がドライバーの健康にも国の経済にも有益であるのは間違いないのですが、自動車メーカーや交通局にとっての最優先事項は、やはり安全です。ですから、当然のことながら、これらの企業</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">や省庁</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">は</span><span lang="EN-US" style="font-family: "Meiryo UI";">IoT</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">を活用して運転の安全性を高める方法を模索しています。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">そもそも事故を起こさないことが、死傷者を出さない最善の方法です。エンジニアたちは、渋滞回避の概念をさらに応用して、他のドライバーの運転技術をリアルタイムで把握し、衝突リスクを低減するシステムの開発を始めています。ドライバーにはスコアがつけられ、システムは運転技術の低いドライバーを検知すると警告してくれます。今日の</span><span lang="EN-US" style="font-family: "Meiryo UI";">GPS</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">システムが、赤信号カメラが近くにあることをドライバーに静かな電子音で教えてくれるのに似ています。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";">IoT</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">を活用した他の事故回避スキームには、</span><span lang="EN-US" style="font-family: "Meiryo UI";">ITS</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">を利用してコネクテッドカーからのデータを分析し、</span><span lang="EN-US" style="font-family: "Meiryo UI";">2</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">台の車が同じ高速道路に同時に乗り入れないようにするものもあります。その一例がオーストラリアのアデレードを拠点とする</span><span lang="EN-US" style="font-family: "Meiryo UI";">Cohda Wireless</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">社の技術です。</span><span lang="EN-US" style="font-family: "Meiryo UI";">Cohda</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">社のシステムは、</span><span lang="EN-US" style="font-family: "Meiryo UI";">GPS</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">プラットフォームを利用して車の進行状況に関するデータを提供します。危険が検出されると、ドライバーは事故を回避するよう直ちに警告を受けます。同社によると、この技術により、ドライバーの認識力が広がり、視界を遮る建物があっても、あらゆる脅威に気づくことができるようになります。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"> <br /></span></p>
<p class="MsoNormal"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgN83sudf__VtEhnmewptuVBJCFbRoxTuw5cQzlQ8qCV_57Nwd8WzhfOKY-pN3tPlVaXKjQrqoHXMwYjOmwKmR53qMqIgV-9bSihAGRu2l7p3yEd9qAqgMXWUK2W9XsNwLj_OWry8qgQoVGMgQdqOPk_dfZRrCxKS5OYvgVebYYkdRV_lbiDkaDsgo2=s534" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="274" data-original-width="534" height="328" src="https://blogger.googleusercontent.com/img/a/AVvXsEgN83sudf__VtEhnmewptuVBJCFbRoxTuw5cQzlQ8qCV_57Nwd8WzhfOKY-pN3tPlVaXKjQrqoHXMwYjOmwKmR53qMqIgV-9bSihAGRu2l7p3yEd9qAqgMXWUK2W9XsNwLj_OWry8qgQoVGMgQdqOPk_dfZRrCxKS5OYvgVebYYkdRV_lbiDkaDsgo2=w640-h328" width="640" /></a></div><span lang="EN-US" style="font-family: "Meiryo UI";"></span><p></p>
<p class="MsoNormal"><span style="font-size: x-small;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">図</span><span lang="EN-US" style="font-family: "Meiryo UI";">3</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">:</span><span lang="EN-US" style="font-family: "Meiryo UI";">Cohda Wireless</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">社の</span><span lang="EN-US" style="font-family: "Meiryo UI";">ITS</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">は、死角にある潜在的な危険をドライバーに警告します。(画像:</span><span lang="EN-US" style="font-family: "Meiryo UI";">Cohda Wireless</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)</span></span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">欧州連合(</span><span lang="EN-US" style="font-family: "Meiryo UI";">EU</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)は、コネクテッドカーをコンセプトから現実のものにするために主導的な役割を果たしています。欧州電気通信標準化機構(</span><span lang="EN-US" style="font-family: "Meiryo UI";">ETSI</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)と欧州標準化委員会(</span><span lang="EN-US" style="font-family: "Meiryo UI";">CEN</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)という</span><span lang="EN-US" style="font-family: "Meiryo UI";">2</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">つのヨーロッパの標準化団体によって、コネクテッドカーの実現に向けた規格が既に策定されています。このような標準化によって、さまざまなメーカーによる自動車間の通信が可能になります。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";">EU</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">は、すべての新型車に対して、事故発生時に救急サービスに自動通報する技術を搭載することを求めています。車内の人間に意識がない場合も、この技術によって車のいる場所を救急サービスに知らせることができます。また、車種、衝突した場所、使用燃料の種類、さらには衝突時に装着していたシートベルトの数など、重要な情報も伝えられます。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p><p></p><p><br /></p><div class="separator" style="clear: both; text-align: center;"><img border="0" data-original-height="318" data-original-width="1378" height="148" src="https://blogger.googleusercontent.com/img/a/AVvXsEgJbpoIIwH3R12HiUZyc2xeOX6XUkoCOBaTDElMsXviq-2Ibj-g5_ff0kj-BPtuHmco0MxxrtpvOME5cS7YUO56LtB8gG1YzUuw_uglhUICJssdzRi5f-ik26bBDIWlRqWytz8yGcYCFQ_3Pn17b58w-YLYeZGUMrqbSs4s_N3z9kwd7PHclo89mIa0=w640-h148" width="640" /></div><br /><p></p><p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">コネクテッドカーの車内</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">未来のコネクテッドカーの車内は、一見すると今日の自動車とそれほど変わらないように見えるかもしれません。大型のヒューマンマシンインターフェース(</span><span lang="EN-US" style="font-family: "Meiryo UI";">HMI</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)が、今日と同様、ダッシュボードの大半を占めるでしょう。また、現在の自動車には、信頼性が実証されたネットワーク電子機器が低価格化の恩恵も受け、既に多数搭載されていますが、その多くは</span><span lang="EN-US" style="font-family: "Meiryo UI";">IoT</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">への接続にまだ適応できていないでしょう。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">しかし、この適応にはかなりの対応が求められます。今日の自動車には、有線と無線で構成された高度なネットワークが網羅されています。ダッシュボード計器から、安全機能、パワートレイン、車載インフォテインメント(</span><span lang="EN-US" style="font-family: "Meiryo UI";">IVI</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)システムまで、あらゆる機器を制御する電子制御ユニット(</span><span lang="EN-US" style="font-family: "Meiryo UI";">ECU</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)は、これらのネットワークの重要な部分を担っています。一般的な自動車に搭載されたこれらの機器の数は、過去</span><span lang="EN-US" style="font-family: "Meiryo UI";">10</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">年間で倍増し、今では多くの自動車に</span><span lang="EN-US" style="font-family: "Meiryo UI";">125</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">個以上の</span><span lang="EN-US" style="font-family: "Meiryo UI";">ECU</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">が搭載されています。また、道路状況から、先行車との距離、走行速度、加速度、</span><span lang="EN-US" style="font-family: "Meiryo UI";">GPS</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">による位置情報、さらには車内温度やシートベルトの張り具合、ドライバーの注意力にいたるまで、あらゆるものを検知できる</span><a href="https://www.mouser.jp/empowering-innovation/intelligent-transportation-systems?utm_source=twitter&utm_medium=blog&utm_campaign=EITdec&utm_id=social#modal6" target="_blank"><span lang="EN-US" style="font-family: "Meiryo UI";"></span></a><a href="https://www.mouser.jp/empowering-innovation/intelligent-transportation-systems?utm_source=twitter&utm_medium=blog&utm_campaign=EITdec&utm_id=social#modal6" target="_blank" title="TDK Automotive Telematics Control Unit Applications"><span lang="ZH-HK">さまざまなセンサ</span></a><span lang="ZH-HK" style="font-family: "Meiryo UI";">も搭載されています。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
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<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">スマートフォンやタブレット端末とダッシュボードに搭載された</span><span lang="EN-US" style="font-family: "Meiryo UI";">HMI</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">との接続には、一般に</span><span lang="EN-US" style="font-family: "Meiryo UI";">Bluetooth®</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">などのワイヤレス技術が使用されています。パワートレイン、シャーシ、ボディ、制御、安全性などを監視するセンサなど、今日の自動車に搭載されているその他のセンサのほとんどは、有線の</span><span lang="EN-US" style="font-family: "Meiryo UI";">CAN</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">(</span><span lang="EN-US" style="font-family: "Meiryo UI";">Controller Area Network</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)または</span><span lang="EN-US" style="font-family: "Meiryo UI";">LIN</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">(</span><span lang="EN-US" style="font-family: "Meiryo UI";">Local Interconnect Network</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)バスを使用しています。計測器クラスタも</span><span lang="EN-US" style="font-family: "Meiryo UI";">CAN</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">バスでネットワークに接続されています。すべてのネットワーク接続は、機能を監視するセントラルゲートウェイで統合され、オンボード診断データリンクコネクタ(</span><span lang="EN-US" style="font-family: "Meiryo UI";">OBD DLC</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)を介して外部のコンピュータからアクセスすることができます。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";">IoT</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">対応車のこの従来のレイアウトにも変更があり、</span><span lang="EN-US" style="font-family: "Meiryo UI";">CAN</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">バスや</span><span lang="EN-US" style="font-family: "Meiryo UI";">LIN</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">バスに代わって、各種システムへの接続にイーサネットを採用したり(イーサネットは最近、複数の自動車メーカーが車載インフォテインメントバスに採用)、センサや</span><span lang="EN-US" style="font-family: "Meiryo UI";">ECU</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">を集約してネットワークを簡素化するためにミニハブを導入することなどが考えられます。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
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<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">すべては</span><span lang="EN-US" style="font-family: "Meiryo UI";">OBD DLC</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">を保持する車載セントラルゲートウェイに接続されますが、自動車にはインターネットへの無線接続を管理するテレメトリモジュールも搭載されています。
自動車自体は、インターネット上では</span><span lang="EN-US" style="font-family: "Meiryo UI";">1</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">つの「モノ」にすぎないのかもしれませんが、さまざまなシステムやサブシステム</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">が</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">情報を生成し</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">ており</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">、それが</span><span lang="EN-US" style="font-family: "Meiryo UI";">IoT</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">にとって最も価値あるものになります。自動車の</span><span lang="EN-US" style="font-family: "Meiryo UI";">IoT</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">接続を検討する上で、自動車とは、すべての車載システムやサブシステムが連携し、より広いネットワークに情報を送受信することにできる大きなハブであると考えるのがいいのかもしれません。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
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<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">今日、車内の</span><span lang="EN-US" style="font-family: "Meiryo UI";"><a href="https://www.mouser.jp/empowering-innovation/intelligent-transportation-systems?utm_source=twitter&utm_medium=blog&utm_campaign=EITdec&utm_id=social#modal8" target="_blank" title="TDK Automotive Telematics Control Unit Applications"><span lang="ZH-HK">システムから生データ</span></a></span><span lang="ZH-HK" style="font-family: "Meiryo UI";">を取得し、それを外部サーバーに正しい形式で送信し、さらに戻ってきた情報を受信して発信するために必要な計算能力と知能は、車載セントラルゲートウェイにあります。
しかし、近い将来、車載センサには、ゲートウェイを単に「ダム型」の転送装置として使用して、クラウド上のサーバーに直接通信できる技術が搭載されるかもしれません。</span><span lang="EN-US" style="font-family: "Meiryo UI";"> Bluetooth v5.1</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">などのソフトウェアには、独自の</span><span lang="EN-US" style="font-family: "Meiryo UI";">IP</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">アドレスを持つワイヤレスセンサがインターネットでリモートデバイスと直接通信するのを可能にする基盤技術がすでに搭載されています。</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
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<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; mso-fareast-language: JA; mso-no-proof: yes;"> </span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEjRhE46lDoajVWfCXW1x8VjqDRGcpcaVmFJXJ00-bcd6Lm9Kjknj53u43IpQRwf_bf8InJv7tkVHtdA-pR_9VRMB8UPUNorfomwELuxToKiZQfNENmarIsujhPFJrdl5QyFmsCGmqnhL1-YHbe8BPrN9cQdXgfq-TsbBG7ZxN6DRFF61AiG4YPpqFvG=s519" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="363" data-original-width="519" height="448" src="https://blogger.googleusercontent.com/img/a/AVvXsEjRhE46lDoajVWfCXW1x8VjqDRGcpcaVmFJXJ00-bcd6Lm9Kjknj53u43IpQRwf_bf8InJv7tkVHtdA-pR_9VRMB8UPUNorfomwELuxToKiZQfNENmarIsujhPFJrdl5QyFmsCGmqnhL1-YHbe8BPrN9cQdXgfq-TsbBG7ZxN6DRFF61AiG4YPpqFvG=w640-h448" width="640" /></a></div><span lang="EN-US" style="font-family: "Meiryo UI";"></span><p></p>
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<p class="MsoNormal"><span style="font-size: x-small;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">図</span><span lang="EN-US" style="font-family: "Meiryo UI";">4</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">:コネクテッドカーは、検索機能、交通事故や事故などのリアルタイム情報にアクセスできる、車輪付きスマートフォンです。(</span><span lang="EN-US" style="font-family: "Meiryo UI";">ambrozinio / shutterstock.com</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)</span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></span></p><span style="font-size: x-small;">
</span><p class="MsoNormal"><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Meiryo UI";"> </span></span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">まとめ</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";">IoT</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">は、運転体験の向上と交通事故の減少を約束します。しかし、その可能性を完全に引き出すには、セキュリティ、安全性、規制、業界間の標準化、業界ダイナミクスとライフサイクルの変化、初期段階の市場規模による制限など、さまざまな障害に取り組まなければなりません。コネクテッドカーの未来は間違いなく明るいはずですが、導入への道のりには、まだ多くの課題が残されています。</span><span lang="EN-US" style="font-family: "Meiryo UI";"> </span></p><p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"> </span></p><p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"><span lang="EN-US" style="font-family: "Meiryo UI";"><!--[if gte mso 9]><xml>
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text First Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text First Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Note Heading"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Block Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Hyperlink"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="FollowedHyperlink"/>
<w:LsdException Locked="false" Priority="22" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Document Map"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Plain Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="E-mail Signature"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Top of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Bottom of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal (Web)"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Acronym"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Address"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Cite"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Code"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Definition"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Keyboard"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Preformatted"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Sample"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Typewriter"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Variable"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal Table"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="annotation subject"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="No List"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Contemporary"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Elegant"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Professional"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Balloon Text"/>
<w:LsdException Locked="false" Priority="39" Name="Table Grid"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Theme"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" QFormat="true"
Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" QFormat="true"
Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" QFormat="true"
Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" QFormat="true"
Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" QFormat="true"
Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" QFormat="true"
Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" SemiHidden="true"
UnhideWhenUsed="true" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
<w:LsdException Locked="false" Priority="41" Name="Plain Table 1"/>
<w:LsdException Locked="false" Priority="42" Name="Plain Table 2"/>
<w:LsdException Locked="false" Priority="43" Name="Plain Table 3"/>
<w:LsdException Locked="false" Priority="44" Name="Plain Table 4"/>
<w:LsdException Locked="false" Priority="45" Name="Plain Table 5"/>
<w:LsdException Locked="false" Priority="40" Name="Grid Table Light"/>
<w:LsdException Locked="false" Priority="46" Name="Grid Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="Grid Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="Grid Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 6"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 6"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 6"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 6"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 6"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="46" Name="List Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="List Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="List Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 5"/>
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</span></p><p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">執筆者:スティーブン・キーピング(マウザー・エレクトロニクス)</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><b><span lang="EN-US" style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">提供:</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI";">TDK</span></b><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">、</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI";">Microchip</span></b></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"> </span><span lang="EN-US"></span><span lang="EN-US" style="font-family: "Meiryo UI";"></span></p>
<div align="center" class="MsoNormal" style="text-align: center;"><span lang="EN-US" style="font-family: "Meiryo UI";">
<hr align="center" size="0" width="100%" />
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<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">写真画像出典元(表示順)</span></b><span lang="EN-US" style="font-family: "Meiryo UI";"><br />
Fishman64 / shutterstock.com, jamesteohart / shutterstock.com, Zapp2Photo /
shutterstock.com</span></p><p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"> </span></p><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span>★★★★★★★★★★★★★★★★★★★★
</span></span></span></span></div><div class="MsoNormal"><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span>
Mouserブログをもっと読む</span></span></span></span></div><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span> ➡ <a href="https://www.mouser.com/blog?utm_source=jp-blog&utm_medium=social" target="_blank">Mouserサイト・英語(あらゆる種類・最新トピックの記事)</a></span></span></span></span></div><span style="font-size: medium;"><span style="font-family: arial;"><span><span> ➡ <a href="https://mouserjapan.blogspot.com/" target="_blank">日本語ページ(ピックアップして翻訳した記事)</a></span></span></span></span></div><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span>★★★★★★★★★★★★★★★★★★★★</span></span></span></span></div><p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI";"> </span></p>
Mouser Japanhttp://www.blogger.com/profile/17823163461486682307noreply@blogger.com0tag:blogger.com,1999:blog-5786635332508926329.post-57791989055386314152021-12-07T12:53:00.004+09:002021-12-07T12:55:30.043+09:005GによるV2X通信でクルマは進化する ~後編~<p class="MsoNormal"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgmhSy_cdgch3vqiUJRDdYgVx2JSrAUxdomWPeUhfEydY6JtLM-wCj80VVFVSMAU9Xef1RFOLe53gpeOUhO2fVrG3X6OcbWjhr6eBYCcnN0haOO4D1J3oLIwhrTzjWSnLKwTExoAt0btNXOMUb34y0KnZ1GuZViyH88rIZt2mgwI2u7B8nlXkIdx-T0=s1252" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="399" data-original-width="1252" height="204" src="https://blogger.googleusercontent.com/img/a/AVvXsEgmhSy_cdgch3vqiUJRDdYgVx2JSrAUxdomWPeUhfEydY6JtLM-wCj80VVFVSMAU9Xef1RFOLe53gpeOUhO2fVrG3X6OcbWjhr6eBYCcnN0haOO4D1J3oLIwhrTzjWSnLKwTExoAt0btNXOMUb34y0KnZ1GuZViyH88rIZt2mgwI2u7B8nlXkIdx-T0=w640-h204" width="640" /></a></div><br /><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span></b><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">通信のセキュリティとプライバシー</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></b><p></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">LTE</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">ベースの</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">通信は、大容量、広いセルカバレッジ範囲、広範囲にわたって展開されたインフラを利用して、安全および非安全アプリケーション向けのさまざまな車両通信サービスをサポートします。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">3GPP</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">やクアルコム社などの技術企業</span><span style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">・団体</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">は、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5G</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">ベースの</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">サービスに向けたロードマップをすでに策定しています。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">3GPP</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">で規定されているセキュリティには、主に機密性、整合性、真正性、レプレイ攻撃に対する耐性などがあります。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">車群による自動隊列走行の安全なモビリティ管理、信頼性の高い協調走行、効率的でプライバシーが保護された車両ビッグデータの共有と処理など、新たなプライバシーとセキュリティーの課題には、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5G</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">車両ネットワークの検討がさらに求められています。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">サイバー攻撃に対する自動車のセキュリティと安全性を保証するためのソリューションには、</span><span lang="EN-US"><a href="https://blog.coledeman.com/2017/04/public-key-cryptosystems-work/" target="_blank" title="Go offset to read an article called How Public Key Cryptosystems Work."><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">二重鍵暗号システム</span></a></span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">を全面的に採用することが推奨されています。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p><br /><p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">アプリケーションは、継続的で詳細な位置情報に依存しているため、プライバシー問題につながる可能性があります。個人所有の車両では、位置情報の追跡により、その車両の所有者であるか否かに関わらず、ドライバーの動きや行動が明らかになります。つまり、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">ユーザーの位置情報を送信・発信することは、車両の所有者やドライバーにとってプライバシーの問題となる可能性があるのです。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">その他の</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">アプリケーションには、車両間通信があり、右折や左折の支援、緊急ブレーキの警告、交差点での高度な状況認識などの既存の方法を強化します。また、携帯電話向け</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">GPS</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">アプリケーション</span><span lang="EN-US"><a href="https://www.waze.com/" target="_blank" title="Go to waze.com"><span style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Waze</span></a></span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">のコンセプトを拡張することで、交通渋滞に向けて速度調整を行ったり、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">GPS</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">地図に車線閉鎖や道路工事などの状況をリアルタイムで更新することができます。地図の更新から、バグ修正、セキュリティの更新まで、今日の自動車に搭載されたさまざまなソフトウェア駆動システムの無線(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">OTA</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)ソフトウェア更新をサポートするためには、何らかの形の</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">が不可欠になります。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">安全メッセージには、米国規格の</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">BSM</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(基本安全メッセージ)、 欧州規格の</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> CAM</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(協調認識メッセージ)や</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">DENM</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(分散型環境通報メッセージ)などがあります。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">BSM</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">は、位置、速度、加速度 などの情報を含み、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">1</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">秒間に最大</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">10</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">回送信されます。また、このメッセージシステムにより、車両受信ユニットは衝突を予測し、ドライバーに警告することもできます。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span></b><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">メッセージの保護とセキュリティ</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></b></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">および</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2I</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">通信には、セキュリティやプライバシー問題の原因になる、誤解を招く使用や不正利用からメッセージを保護するために、強力なセキュリティが必要です。もう</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">1</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">つのセキュリティ対策として、公開鍵証明書を使用した署名付きメッセージがあり、これは、権限のない相手からのデータ交換の妨害を防ぎ、通信を安全に仮名化するために使用されます。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">公開鍵暗号基盤(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">PKI</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)は、デジタルセキュリティ証明書の作成、管理、使用、保存、取り消しに必要なポリシーや手順で構成されています。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">PKI</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">によって電子情報を安全に送信することができ、認証にはパスワードだけでなく、より厳密な</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">ID</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">確認が必要になります。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span></b><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">通信のセキュリティとプライバシー</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">インテント(意図)と軌道を共有することは、高度な経路計画の予測可能性と交通効率を高め、自動運転を強化します。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5G New Radio</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">NR</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)は、以下によってインテント共有を可能にします。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<ul style="margin-top: 0mm;" type="square"><li class="MsoNormal" style="mso-list: l1 level1 lfo1; tab-stops: list 36.0pt;"><span lang="EN-US"><a href="https://www.mouser.com/empowering-innovation/intelligent-transportation-systems#modal4" title="KEMET Electronics 5G Automotive Products from YAGEO Group"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">高スループット</span></a></span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">:</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5G</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">は、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">1km</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">の距離で</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">100Mbps</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">を超える高データレートを実現します。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></li><li class="MsoNormal" style="mso-list: l1 level1 lfo1; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">高信頼性:</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5G</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">は、軌道情報の正確かつ迅速な共有を保証します。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></li><li class="MsoNormal" style="mso-list: l1 level1 lfo1; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">低遅延:</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5G</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">の低遅延性能により、軌道情報が数ミリ秒以内に共有できます。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></li></ul>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEh97Ma-ikv-NasoOVGIk8wKmINF9ttSdxmho3Dsg4PbXndVVAJsFGsxGLP5_HSskmVy_wZi6SuD4eqk99b914IhtfpUfaCcby8KX23RdTXPi2r5Jm3i1QClYC1rWXebt_otJGEbweHP-_8n47e-09JePoILav7vL85A1KfEs97qBTHU7y2mVydduW6i=s1345" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="397" data-original-width="1345" height="188" src="https://blogger.googleusercontent.com/img/a/AVvXsEh97Ma-ikv-NasoOVGIk8wKmINF9ttSdxmho3Dsg4PbXndVVAJsFGsxGLP5_HSskmVy_wZi6SuD4eqk99b914IhtfpUfaCcby8KX23RdTXPi2r5Jm3i1QClYC1rWXebt_otJGEbweHP-_8n47e-09JePoILav7vL85A1KfEs97qBTHU7y2mVydduW6i=w640-h188" width="640" /></a></div><p></p><p class="MsoNormal" style="margin-left: 36pt;"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">混雑した高速道路の</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span></b><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">性能</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></b></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5G</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">自動車協会(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5GAA</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">:</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> 5G Automotive
Association</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)は、 </span><span lang="EN-US"><a href="https://5gaa.org/wp-content/uploads/2019/06/5GAA_P-190033_V2X-Functional-and-Performance-Test-Report_final-1.pdf" target="_blank" title="Read a pdf report from 5GAA"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">「</span><span style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">機能・性能テストレポート」</span></a></span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">と題したレポートで</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">の性能と機能のテストを実施しています。このレポートで、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">技術は、実験環境にて非常に混雑した道路のシナリオでテストされました。この混雑したシナリオでも</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">の遅延は、そのシナリオ用に設定された</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> 100ms</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">という遅延バジェットを超えることがなく、極めて良好な結果を得ました。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">一連のラボテストとフィールドテストでは、以下のことが確認されています。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<ul style="margin-top: 0mm;" type="square"><li class="MsoNormal" style="mso-list: l0 level1 lfo2; tab-stops: list 36.0pt;"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">20MHz CH183</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">での</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> C-V2X </span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">通信は、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">10MHz CH184</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">での同一の</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">BSM</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">のようなメッセージ送信と同等の信頼性性能(パケット受信率対距離)を持つ。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></li><li class="MsoNormal" style="mso-list: l0 level1 lfo2; tab-stops: list 36.0pt;"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">CH183</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">の</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">高負荷伝送が</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">CH172</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">の</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">DSRC</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">基本安全伝送に与える影響は、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">LoS</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(見通し内)条件で</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">1.4km</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">の範囲までは微小で無視できる。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></li><li class="MsoNormal" style="mso-list: l0 level1 lfo2; tab-stops: list 36.0pt;"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">CH183</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">の</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">高負荷伝送が</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">CH178</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">の</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2I</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">および</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">I2V</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">伝送に与える影響は、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">LoS</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">条件で</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">1.4km</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">の範囲までは微小で無視できる。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></li><li class="MsoNormal" style="mso-list: l0 level1 lfo2; tab-stops: list 36.0pt;"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">CH183</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">の</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">高負荷伝送が</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">CH180</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">の</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2I</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">および</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">I2V</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">伝送に与える影響は、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">LoS</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">条件で最大</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">1km</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">までは微小で無視できる。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></li></ul><br /><p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">フォード社とクアルコム社は、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> 5GAA</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">が米連邦通信委員会(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">FCC</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">) に対して行った</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">導入に関する申請をサポートするために、追加のフィールドテストを実施しました。フォード社が行ったテストでは、特に</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">LoS</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">条件で、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X </span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">は非常に優れた性能を示しました。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p><p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5GAA</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">のウェブサイトによると、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">は市販チップセットにて導入の準備ができており、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">2020/2021</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">年には世界的に車載展開も開始できるとしています。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5GAA</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">は、今後も関連する各標準化機関と連携して、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5G V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">の要件を推進し、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">エコシステムの構築に取り組んでゆくことになるでしょう。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">まとめ</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">米連邦通信委員会(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">FCC</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)による</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5.9GHz </span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">帯の再編により、米国の車載通信の</span><span lang="EN-US"><a href="https://www.neogls.com/en/c-its-2/" target="_blank" title="Go offsite to NeoGLS's website"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">協調型高度道路交通システム(</span><span style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-ITS</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)</span></a></span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">市場は、大きく変わりました。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">自動車業界は、広く普及している専用狭域通信(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">DSRC</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)から、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">テクノロジーによる
狭い周波数帯での通信へと移行しなければなりません。今回発表された変更は、競合するテクノロジーによる不確実性をなくして、進歩への道を切り拓きます。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">今後数年間で完全自動運転車の実用化を目指すなかで、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">と</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5G</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">は、今や自動車メーカーとって不可欠なテクノロジーになりつつあります。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">2021</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">年に中国で</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">を搭載した</span><span style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">車両</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">を発売した後、フォード社は</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">2022</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">年から米国で販売されるすべての車両にこの技術を搭載するとしています。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5GAA</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">は、今後も関連する各標準化機関と連携して、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5G V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">の要件を推進し、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">エコシステムの構築に取り組んでゆきます。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">金融情報サービス会社</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">IHS Markit</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">社は、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">2021</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">年</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">1</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">月に</span><span lang="EN-US"><a href="https://ihsmarkit.com/research-analysis/5g-cv2x-and-automotive-connectivity-in-2021.html" title="Go offsite to IHS Markit's website"><span style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">2021</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">年の</span><span style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5G</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">、</span><span style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">、自動車コネクティビティ</span></a></span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">に関する分析結果を自社ウェブサイトに掲載しています。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Market Watch</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">に掲載された</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">調査に関するニュースリリースは、次のように伝えています。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-font-style: italic; mso-bidi-theme-font: minor-latin;">「</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-font-style: italic; mso-bidi-theme-font: minor-latin;">V2I</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-font-style: italic; mso-bidi-theme-font: minor-latin;">通信市場は、スマート交通インフラの導入の増加により、予測期間中に</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-font-style: italic; mso-bidi-theme-font: minor-latin;">12%</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-font-style: italic; mso-bidi-theme-font: minor-latin;">以上の</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-font-style: italic; mso-bidi-theme-font: minor-latin;">CAGR</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-font-style: italic; mso-bidi-theme-font: minor-latin;">で成長する見込みである。スマート交通インフラには、車両と通信することで交通・道路状況情報の提供を可能にする、スマート交通信号やスマート監視カメラなどがある。」</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-font-style: italic; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-font-style: italic; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">これからも自動車はますます進化を遂げ、運転をより一層安全で快適なものにしていくことでしょう。</span><span lang="EN-US">
</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<div align="center" class="MsoNormal" style="text-align: center;"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">
<hr align="center" size="0" width="100%" />
</span></div>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">写真画像出典元(表示順)</span></b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><br />
Akarat Phasura - stock.adobe.com, kinwun - stock.adobe.com, metamorworks -
stock.adobe.com, Yury Gubin - stock.adobe.com</span></p>
<p> </p><p><a href="https://mouserjapan.blogspot.com/2021/12/5gv2x.html"> 前編に戻る</a></p><p class="MsoNormal"><span style="font-family: helvetica;"><span style="mso-bidi-font-style: italic;"><span lang="ZH-HK"> </span></span></span></p><div class="MsoNormal"><span style="font-family: helvetica;"><span>★★★★★★★★★★★★★★★★★★★★
</span></span></div><div class="MsoNormal"><div class="MsoNormal"><span style="font-family: helvetica;"><span>
Mouserブログをもっと読む</span></span></div><div class="MsoNormal"><span style="font-family: helvetica;"><span> ➡ <a href="https://www.mouser.com/blog?utm_source=jp-blog&utm_medium=social" target="_blank">Mouserサイト・英語(あらゆる種類・最新トピックの記事)</a></span></span></div><span style="font-family: helvetica;"><span> ➡ <a href="https://mouserjapan.blogspot.com/" target="_blank">日本語ページ(ピックアップして翻訳した記事)</a></span></span></div><div class="MsoNormal"><span style="font-family: helvetica;"><span>★★★★★★★★★★★★★★★★★★★★</span></span></div>Mouser Japanhttp://www.blogger.com/profile/17823163461486682307noreply@blogger.com0tag:blogger.com,1999:blog-5786635332508926329.post-49109194477197893452021-12-03T18:44:00.007+09:002021-12-07T12:54:25.465+09:005GによるV2X通信でクルマは進化する ~前編~<p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgg1tV5c4KF3p765h2tviFmN3bWVnC0wKfHpdg6Ugdqu-h5Wj5MqrYo44CNygfUaL-Y40M9RzTmPJ0fmQpL8cnk5qD0FfCv1DGrcC_sT-KlwEd178tlPVxhuaJuB4aZpXtjIdkcBFoQV1s52iHGdSKhRJxYvsL7BgCRR8ZWC254x80XWC2Ux1jiDWnq=s1500" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="734" data-original-width="1500" height="314" src="https://blogger.googleusercontent.com/img/a/AVvXsEgg1tV5c4KF3p765h2tviFmN3bWVnC0wKfHpdg6Ugdqu-h5Wj5MqrYo44CNygfUaL-Y40M9RzTmPJ0fmQpL8cnk5qD0FfCv1DGrcC_sT-KlwEd178tlPVxhuaJuB4aZpXtjIdkcBFoQV1s52iHGdSKhRJxYvsL7BgCRR8ZWC254x80XWC2Ux1jiDWnq=w640-h314" width="640" /></a></div><p></p><p><!--[if !mso]>
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Closing"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Signature"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="true"
UnhideWhenUsed="true" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Message Header"/>
<w:LsdException Locked="false" Priority="11" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Salutation"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Date"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text First Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text First Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Note Heading"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Block Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Hyperlink"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="FollowedHyperlink"/>
<w:LsdException Locked="false" Priority="22" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Document Map"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Plain Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="E-mail Signature"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Top of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Bottom of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal (Web)"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Acronym"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Address"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Cite"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Code"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Definition"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Keyboard"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Preformatted"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Sample"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Typewriter"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Variable"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal Table"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="annotation subject"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="No List"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Contemporary"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Elegant"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Professional"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Balloon Text"/>
<w:LsdException Locked="false" Priority="39" Name="Table Grid"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Theme"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" QFormat="true"
Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" QFormat="true"
Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" QFormat="true"
Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" QFormat="true"
Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" QFormat="true"
Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" QFormat="true"
Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" SemiHidden="true"
UnhideWhenUsed="true" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
<w:LsdException Locked="false" Priority="41" Name="Plain Table 1"/>
<w:LsdException Locked="false" Priority="42" Name="Plain Table 2"/>
<w:LsdException Locked="false" Priority="43" Name="Plain Table 3"/>
<w:LsdException Locked="false" Priority="44" Name="Plain Table 4"/>
<w:LsdException Locked="false" Priority="45" Name="Plain Table 5"/>
<w:LsdException Locked="false" Priority="40" Name="Grid Table Light"/>
<w:LsdException Locked="false" Priority="46" Name="Grid Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="Grid Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="Grid Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 6"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 6"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 6"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 6"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 6"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="46" Name="List Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="List Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="List Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 3"/>
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</p><p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">のような新しい車載ネットワークのアプリケーションやユースケースには、データ速度、遅延、信頼性、通信距離などの厳しいサービス品質(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">QoS</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)が求められます。自動運転車を開発するにあたって究極的に必要となるテクノロジーは、カメラ、レーダー、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">LiDAR</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">の</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">3</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">種類のセンサが中心になります。しかし、既存の無線通信技術である</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Vehicle to Everything</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)は、自動車とあらゆるモノをつなげ、自動運転車に大きな付加価値をもたらします。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">とは、交通・輸送関連のさまざまなセンサ間での広帯域・低遅延・高信頼性通信を指します。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5G</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">携帯ネットワークによって、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2V</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Vehicle to Vehicle</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">:車車間)通信や</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2I</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Vehicle to
Infrastructure</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">:路車間)通信の接続性が確保されることになるでしょう。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">この記事では、移動通信の標準化団体</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">3GPP</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">3rd Generation Partnership Project</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)が、現在の専用狭域通信(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">DSRC</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)やセルラー</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X </span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">通信(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)プロトコルよりもメリットの大きい</span><span lang="EN-US" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><a href="https://www.mouser.jp/new/te-connectivity/te-connectivity-hirschmann-mobility-antennas/?utm_source=twitter&utm_medium=blognov1&utm_id=social" target="_blank" title="TE Hirschmann Mobility Antennas"><span style="font-size: 12pt;">5G</span><span lang="ZH-HK" style="font-size: 12pt;">を</span><span style="font-size: 12pt;"> V2X</span><span lang="ZH-HK" style="font-size: 12pt;">アプリケーション</span></a></span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">に採用することを目指している点について説明します。なお、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">のセルラーという言葉は若干誤解を招きやすいかもしれません。</span><span style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">ここでの</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">アプリケーションでは、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5G</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">のような携帯電話ネットワークではなく、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">2</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">つのセルラー無線機間で通信を行うために使用される基本的な電子機器技術を指します。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">テクノロジーの進化が始まる</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></b></p>
<p class="MsoNormal"><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">通信技術として、次世代の高度道路交通システム(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">ITS</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)サービスは、すでに広く普及しています。これがやがて自動運転へとつながり、それと同時に</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5G V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">のような高度通信技術による高レベルな</span><span lang="EN-US" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><a href="https://www.mouser.jp/empowering-innovation/intelligent-transportation-systems?utm_source=twitter&utm_medium=blognov1&utm_id=social#modal3" target="_blank" title="KEMET Electronics 5G Automotive Products from YAGEO Group"><span lang="ZH-HK" style="font-size: 12pt;">車載コネクティビティ技術</span></a></span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">が必要になります。学界と産業界が長年の研究を重ね、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5G</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">技術が実現した今、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">3GPP</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">は</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Release 16</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">を手始めに、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5G V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">向け標準仕様の策定を進めています。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">まず、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">の定義を見てみましょう。この</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Vehicle-to-Everything</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(自動車とあらゆるモノをつなげる)技術とは、自動車や</span><span style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">電気</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">自動車と、その自動車に影響を及ぼす可能性のある、あらゆるモノとの間の双方向通信を指します。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">アプリケーションは、完全自動運転が実用化される前に、安全性と利便性の進歩に大きく貢献するでしょう。また</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">技術は、交通渋滞の緩和、環境負荷の低減、ドライバーや同乗者の乗車体験の向上などにも期待できます。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5G</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">は、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">を組み合わせることで、自動車と歩行者の安全性を高めることができます。距離</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">/</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">方位情報によって、緊急車両の接近や歩行者が横断歩道(交通信号機)にいることを自動車に知らせ、制御することで、歩行者の急な飛び出しなどを察知し、事故を未然に防ぐことができ、予期せぬ事態に対する安全性が強化されます。事故</span><span style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">が予測されると</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">、その位置と距離情報が通知されます。スクールバスのような車両に関しては、周辺の子どもたちの乗降車状況なども通知され、歩行者の安全が確保されます。なお、セルラー</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)は、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">のサブセットになります。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">は、カメラ、レーダー、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">LiDAR</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(ライダー)などの</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">LoS</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Line-of-Sight</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">:見通し内)センサを補完し、より安全な運転に不可欠な</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Non-LoS</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(見通し外)環境の認識を可能にします。また</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">は、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">LoS</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">センサよりも広いセンシング範囲に対応しており、自動車と周囲のあらゆるものとの間の通信の基盤になります。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">3GPP</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">は</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">2014</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">年の</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Release 14</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">でセルラー</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X </span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)の標準化策定を開始しました。基盤技術として</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">LTE</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">が採用され、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> 2017</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">年に標準仕様が完成</span><span style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">しています。<span lang="EN-US"></span></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">EV</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">電力伝送通信機能の種類には、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2I</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Vehicle to
Infrastructure</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">:路車間通信)、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2N</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Vehicle to Network</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">:車ネットワーク間通信)、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2V</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Vehicle to Vehicle</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">:車車間通信)、歩行者や自転車などの交通弱者との</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2P</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Vehicle to Pedestrian</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">:歩車間通信)、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2D</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Vehicle to Device</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">:車デバイス間通信)、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2G</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Vehicle to Grid</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">:車グリッド間通信)などがあります。<b> </b></span></p><p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><br /></span></b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEjZEZS_QjTnhwRtWxbSQojMcgpj3d6rMrJ_whdifgIHw0CEvaMnNrpRv7EjuAgbgIUDkYchQpSOB9IuwqL81sdideoFgsIvqb0j4MbGUu7udWvtqVlbjCBibMMeYKy-gh6vS1r31ynFlt5nlaswOBEg8jeeI5RWCYyux2LnamIzdKgsgLfQeizLHnf-=s814" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="457" data-original-width="814" height="360" src="https://blogger.googleusercontent.com/img/a/AVvXsEjZEZS_QjTnhwRtWxbSQojMcgpj3d6rMrJ_whdifgIHw0CEvaMnNrpRv7EjuAgbgIUDkYchQpSOB9IuwqL81sdideoFgsIvqb0j4MbGUu7udWvtqVlbjCBibMMeYKy-gh6vS1r31ynFlt5nlaswOBEg8jeeI5RWCYyux2LnamIzdKgsgLfQeizLHnf-=w640-h360" width="640" /></a></div><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><span style="font-size: x-small;">図</span></span><span style="font-size: x-small;"><span lang="EN-US" style="font-family: "Meiryo UI";">1</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">:主な</span><span lang="EN-US" style="font-family: "Meiryo UI";">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">のユースケース:</span><span lang="EN-US" style="font-family: "Meiryo UI";"> V2V</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">(</span><span lang="EN-US" style="font-family: "Meiryo UI";">Vehicle to Vehicle</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">:車車間通信)、</span><span lang="EN-US" style="font-family: "Meiryo UI";">V2P</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">(</span><span lang="EN-US" style="font-family: "Meiryo UI";">Vehicle to Pedestrian</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">:歩車間通信)、</span><span lang="EN-US" style="font-family: "Meiryo UI";">V2I</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">(</span><span lang="EN-US" style="font-family: "Meiryo UI";">Vehicle to Infrastructure</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">:路車間通信)、</span><span lang="EN-US" style="font-family: "Meiryo UI";">V2N</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">(</span><span lang="EN-US" style="font-family: "Meiryo UI";">Vehicle to
Network</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">:車ネットワーク間通信)。</span><span lang="EN-US" style="font-family: "Meiryo UI";">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">の車両安全メッセージには、欧州の</span><span lang="EN-US" style="font-family: "Meiryo UI";"> CAM</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">(協調認識メッセージ)や</span><span lang="EN-US" style="font-family: "Meiryo UI";">DENM</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">(分散型環境通報メッセージ)、米国の</span><span lang="EN-US" style="font-family: "Meiryo UI";">BSM</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">(基本安全メッセージ)などがあります。(画像:</span><span lang="EN-US" style="font-family: "Meiryo UI";">Reference 1</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">)</span></span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span><p></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">また、自動車業界では、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5G V2X </span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">に対応したオンボードユニット(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">OBU</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)のコストを削減し、自動車の価格上昇を最小限に抑える方法を模索しています。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> <br /></span></p>
<p class="MsoNormal"><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5G</span></b><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">と</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span></b></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5G </span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">は、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">をより簡単で、より速く、より信頼できるものにします。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5G</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">と</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">フレームワークの主な違いは次の通りです。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<ul style="margin-top: 0mm;" type="square"><li class="MsoNormal" style="mso-list: l1 level1 lfo1; tab-stops: list 36.0pt;"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5G</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">は、他の</span><span lang="EN-US" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><a href="https://www.mouser.com/empowering-innovation/intelligent-transportation-systems#modal2" target="_blank" title="TE Hirschmann Mobility Antennas"><span lang="ZH-HK" style="font-size: 12pt;">無線モバイルサービス</span></a></span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">と同様に、インフラを使用しており、そのサービスエリアは小さなセルで分割され、基地局と呼ばれるアンテナシステムで管理されています。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></li></ul><ul style="margin-top: 0mm;" type="square"><li class="MsoNormal" style="mso-list: l1 level1 lfo1; tab-stops: list 36.0pt;"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">は、他の無線通信サービスと同様に、より柔軟な構造を持ち、ホットスポットと呼ばれる小型アンテナデバイスシステムが、強力な協力戦略によるベストエフォート接続を保証します。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></li></ul>
<p class="MsoNormal" style="margin-left: 36pt;"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">DSRC</span></b><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">と</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span></b><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">の比較</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">自動車の安全性を確保するために使用されている高速通信プロトコルは、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">DSRC</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">と</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">です。この</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">2</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">つのプロトコルは、非常に高速で動作し、低遅延で高周波データ交換を行います。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">DSRC</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">のデータレートは、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5850MHZ</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">〜</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5925MHz</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">の帯域で</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">6Mbps</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">〜</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">26Mbps</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">です。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2x</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">のデータレートは、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">26Mbps</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">RX</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Max 26Mbps</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">TX</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)です。どちらも</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5.9GHz</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">帯で動作し、同じユースケースと同じメッセージセット(</span><span lang="EN-US" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><a href="https://www.sae.org/standards/content/j2735_200911/" target="_blank" title="Go to SAE International's website to learn about the J2735"><span style="font-size: 12pt;">SAE J2735</span></a></span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">、</span><span lang="EN-US" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><a href="https://www.sae.org/standards/content/j2945_201712/" target="_blank" title="Go to SAE International's website to learn about the J2945"><span style="font-size: 12pt;">J2945</span></a></span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)を使用し、さらには、どちらもメッセージプロバイダによるセキュリティと信頼性のデジタル署名を使用します。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">DSRC</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">無線と</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">無線は互いに通信できませんが、他の無線の電波を傍受しながら、車の位置、加速度、速度を送信しています。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">この</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">2</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">つの技術は異なる無線規格を使用しています。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">DSRC</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">は</span><span lang="EN-US" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><a href="https://standards.ieee.org/standard/802_11p-2010.html" target="_blank" title="Go to IEEE SA's website"><span style="font-size: 12pt;">WAVE IEEE
(802.11p)</span></a></span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">を、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">は携帯電話用通信規格</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">LTE</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Long Term
Evolution</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)を使用しています。</span><span lang="EN-US" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><a href="https://www.aglmediagroup.com/fcc-allocates-5-9-ghz-band-to-wi-fi-c-v2x/" target="_blank" title="Go offset to read article"><span style="font-size: 12pt;">FCC</span><span lang="ZH-HK" style="font-size: 12pt;">は</span><span style="font-size: 12pt;">2020</span><span lang="ZH-HK" style="font-size: 12pt;">年</span><span style="font-size: 12pt;">11</span><span lang="ZH-HK" style="font-size: 12pt;">月、</span><span style="font-size: 12pt;">5.9
GHz</span><span lang="ZH-HK" style="font-size: 12pt;">帯を</span><span style="font-size: 12pt;">Wi-Fi</span><span lang="ZH-HK" style="font-size: 12pt;">と</span><span style="font-size: 12pt;">C-V2X</span><span lang="ZH-HK" style="font-size: 12pt;">に割り当てました</span></a></span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">この</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">2</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">つの無線技術は、互いに通信できず、それぞれの通信範囲も大きく異なっています。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">DSRC</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">の通信範囲は約</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">300m</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">程度であるのに対して、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">は低遅延であり、通信範囲も</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">20%</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">から</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">30%</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">広く、障害物がある場合でも</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">DSRC</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">よりもはるかにパフォーマンスが優れています。総合的に言って、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">のほうが性能において圧倒的に軍配が上がります。しかし、主要な安全性アプリケーションに対応する十分なカバー範囲と信頼性を備えているのは、依然として</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">DSRC</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">なのです。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p><p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span></b><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">の サイドリンク通信</span></b><b><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></b></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5G</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">の</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Release 16</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">では、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">5G New Radio</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">NR</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)により</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">にサイドリンクをもたらしました。このリリースによって、隊列走行、先進運転、拡張センサ、遠隔運転などの</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">アプリケーションが進歩しました。危険な状況では、緊急ブレーキや衝突回避などが必要なため、厳格な遅延要件や高信頼性が保証されなければなりません。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">の最小伝送遅延は、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">4ms</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">を上回ることがなく、実装によってはそれ以下にすることも可能です。ここで信頼性を数値化するのは難しいですが、新しいリリースが出るたびに、性能や安全性にさまざまな改良を加えており、信頼性は強化されています。安全性と信頼性の向上に向けて、今後も新たなリリースが予定されています。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">特に</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">開発の最初の段階では、短距離通信で行われるトラフィックのほとんどは、各車両がそれぞれの状態と動きを伝える定期的な送信メッセージになります。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">交通量の多い地域では、利用可能なチ</span><span style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">ャ</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">ンネルリソースが飽和状態となり、パケットロスが増加します。この状況はドライバーや歩行者の安全を脅かす可能性があります。状況が危険レベルに達する前に、特定のパラメーターを修正するための輻輳制御アルゴリズムが検証され、定義されています。しかし、研究者たちは、特定のアルゴリズムではなく、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> Wi-Fi </span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">標準アプローチ(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">IEEE 802.11p</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)とセルラー標準アプローチ(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Release 14</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">で</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">3GPP</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">により</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X </span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">の一部として定義されたサイドリンク</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> LTE-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)を比較しました。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">通信は、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">3GPP</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">によって開発された技術で、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">PC5</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">インターフェイスとも呼ばれるサイドリンクにより車両ユーザー機器(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">VUE</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)間の直接通信を可能にします。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">サイドリンクは、物理層に距離を導入した最初の無線システムです。 これにより、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">LoS</span><span style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">であるか</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Non-LoS</span><span style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">である</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">かにかかわらず、さまざまな無線環境において均一な通信を実現できるようになります。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">C-V2X</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">には、</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Release 14</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">から</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">2</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">つの通信モードが搭載されるようになりました。最も即時性が高く、遅延に敏感な通信向けの直接通信モード
(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">PC5</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)と、ユーザー機器を</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">UMTS</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">地上無線アクセスネットワークに接続するためのネットワークモード(</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Uu</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">)です。 同報通信には既存の携帯通信ネットワークを利用します。</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">PC5</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">モード</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">:</span></p><ul style="text-align: left;"><li><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">1 </span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">モード3(スケジュール型):サイドリンクリソースの割当は</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> eNodeB</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">(基地局)の監視下で実行され、無線リソース管理にはセルラーインフラのサポートが必要です。</span></li></ul><ul style="text-align: left;"><li>
<span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-ansi-language: EN-US; mso-bidi-font-family: Calibri; mso-bidi-language: AR-SA; mso-bidi-theme-font: minor-latin; mso-fareast-language: ZH-HK;">2 </span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-ansi-language: EN-US; mso-bidi-font-family: Calibri; mso-bidi-language: AR-SA; mso-bidi-theme-font: minor-latin; mso-fareast-language: ZH-HK;">モード</span><span lang="EN-US" style="font-family: "Meiryo UI"; font-size: 12pt; mso-ansi-language: EN-US; mso-bidi-font-family: Calibri; mso-bidi-language: AR-SA; mso-bidi-theme-font: minor-latin; mso-fareast-language: ZH-HK;">4</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-ansi-language: EN-US; mso-bidi-font-family: Calibri; mso-bidi-language: AR-SA; mso-bidi-theme-font: minor-latin; mso-fareast-language: ZH-HK;">(自律型):リソースおよび干渉の管理は各車両が分散して行い、セルラーインフラを使いません(携帯電話のエリア外でも使用可)。</span></li></ul><p> </p><p> </p><p><b><a href="https://mouserjapan.blogspot.com/2021/12/">~後編を読む </a><br /></b></p><p><b> </b></p><p class="MsoNormal"><span style="font-family: helvetica;"><span style="mso-bidi-font-style: italic;"><span lang="ZH-HK"> </span></span></span></p><div class="MsoNormal"><span style="font-family: helvetica;"><span>★★★★★★★★★★★★★★★★★★★★
</span></span></div><div class="MsoNormal"><div class="MsoNormal"><span style="font-family: helvetica;"><span>
Mouserブログをもっと読む</span></span></div><div class="MsoNormal"><span style="font-family: helvetica;"><span> ➡ <a href="https://www.mouser.com/blog?utm_source=jp-blog&utm_medium=social" target="_blank">Mouserサイト・英語(あらゆる種類・最新トピックの記事)</a></span></span></div><span style="font-family: helvetica;"><span> ➡ <a href="https://mouserjapan.blogspot.com/" target="_blank">日本語ページ(ピックアップして翻訳した記事)</a></span></span></div><div class="MsoNormal"><span style="font-family: helvetica;"><span>★★★★★★★★★★★★★★★★★★★★</span></span></div><p class="MsoNormal"><span style="font-family: helvetica;"><br /><br /></span></p><p class="MsoNormal"><span style="font-family: helvetica;"><span><span style="mso-fareast-font-family: "Meiryo UI";"><b> </b></span></span></span></p><p class="MsoNormal"><span style="font-family: helvetica;"><span><span style="mso-fareast-font-family: "Meiryo UI";"><b> </b></span></span></span></p><p> </p>Mouser Japanhttp://www.blogger.com/profile/17823163461486682307noreply@blogger.com0tag:blogger.com,1999:blog-5786635332508926329.post-24753625714531593252021-11-17T12:07:00.007+09:002021-11-17T12:14:28.091+09:00ソフトウェア定義自動車でクルマは「手段」から「体験」に進化する<p><span style="font-size: medium;"><span style="font-family: arial;"> </span></span></p><div class="separator" style="clear: both; text-align: center;"><span style="font-size: medium;"><span style="font-family: arial;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEg_LZiROwNQGUDlPY84xhdiAImwJUfhdt1sS14fmossJgM2yJKiSnT6HFE0vdJZWZ1v9uuDZpZmf44mMiD_FR7qCgi7hmqPod6DVQqGLysf0LDbPUS66YSTlTRudt4E5ea4iQfbUlruNhhZzA8UbQ87c9QyK6fiDBLGURZa1CzCy_ly85V70bIg16rn=s600" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="246" data-original-width="600" height="262" src="https://blogger.googleusercontent.com/img/a/AVvXsEg_LZiROwNQGUDlPY84xhdiAImwJUfhdt1sS14fmossJgM2yJKiSnT6HFE0vdJZWZ1v9uuDZpZmf44mMiD_FR7qCgi7hmqPod6DVQqGLysf0LDbPUS66YSTlTRudt4E5ea4iQfbUlruNhhZzA8UbQ87c9QyK6fiDBLGURZa1CzCy_ly85V70bIg16rn=w640-h262" width="640" /></a></span></span></div><span style="font-size: medium;"><span style="font-family: arial;"><!--[if !mso]>
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</span></span><h1 class="MsoNormal" style="text-align: left;"><span style="font-size: medium;"><span style="font-family: arial;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">ソフトウェア定義自動車(</span><span style="mso-fareast-font-family: "MS Pゴシック";">Software-Defined Vehicle</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">)とは</span></span></span></h1><p class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">主な機能や性能がソフトウェアによって実現された新しい自動車の概念を指します。自動車は今、ハードウェアに依存した実用的な交通手段から、ソフトウェア中心のユーザー体験へと進化しています。ソフトウェア定義自動車は、安全性、快適性、利便性</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">など</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">の機能</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">面の強化はもちろん</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">、ハードウェアに依存した従来の自動車に</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">はない</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">多くのメリットがあり、その性能も向上</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">します</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">。これからもソフトウェア定義自動車は、安全・セキュリティ機能をいっそう強化し、自律性の向上、機能・安全関連</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">の</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">ソフトウェアの更新、インフォテインメントなどのコネクテッドサービス向けソフトウェアプラットフォームの実装を続けてゆくことでしょう。</span></span></span></p><p class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";"> </span></span></span></p><span style="font-size: medium;"><span style="font-family: arial;">
</span></span><h1 class="MsoNormal" style="text-align: left;"><span style="font-size: medium;"><span style="font-family: arial;"><b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">ソフトウェア定義自動車の技術概要</span></b><b><span lang="ZH-HK" style="mso-fareast-font-family: "MS Pゴシック";"> </span></b></span></span></h1><span style="font-size: medium;"><span style="font-family: arial;">
</span></span><p class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">自動車</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">メーカーでは</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">、</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">主に</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">以下の3つの領域でセンサの</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">採用</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">が</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">増えています</span><span style="mso-fareast-font-family: "MS Pゴシック";">。 <br /></span></span></span></p><span style="font-size: medium;"><span style="font-family: arial;">
</span></span><ul style="margin-top: 0cm;" type="square"><li class="MsoNormal" style="mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><span style="font-size: medium;"><span style="font-family: arial;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">排出ガス</span></span></span></li><li class="MsoNormal" style="mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><span style="font-size: medium;"><span style="font-family: arial;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">オンロード性能</span></span></span></li><li class="MsoNormal" style="mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><span style="font-size: medium;"><span style="font-family: arial;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">乗車体験</span></span></span></li></ul><span style="font-size: medium;"><span style="font-family: arial;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">この3つの領域でのセンサ活用に焦点を当てながら、自動車のソフトウェア制御について見ていき</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">たいと思います。</span>
</span></span><p class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span style="mso-fareast-font-family: "MS Pゴシック";"> </span></span></span></p><span style="font-size: medium;"><span style="font-family: arial;">
</span></span><h1 class="MsoNormal" style="text-align: left;"><span style="font-size: medium;"><span style="font-family: arial;"><b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">排出ガス</span></b><b><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">の削減</span></b></span></span></h1><span style="font-size: medium;"><span style="font-family: arial;">
</span></span><p class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">オイル、冷却水、燃料の消費量測定</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">をはじめ、</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">米連邦政府による排出ガス規制が始まり、自動車メーカーは、燃焼性能が監視できるセンサ技術を刷新し、排出量</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">の改善</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">が求められました。そこで開発されたのが、エンジン性能を制御して、排出ガスを制限できるマニホールド絶対圧(</span><span style="mso-fareast-font-family: "MS Pゴシック";">MAP</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">)センサです。</span><span style="mso-fareast-font-family: "MS Pゴシック";">MAP</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">センサは、マニホールド圧力を測定し、その数値からエンジン制御ユニットが空気密度と質量流量を</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">算出</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">します。これらのパラメーターを組み合わせることにより、燃料投入量を自動制御し、最大限の燃焼効果が発揮できるようになります。化学量論的燃焼にできるだけ近づけることで、燃焼反応の範囲が最大化され、有害な排ガスの原因となる望ましくない燃焼反応生成物の抑制が可能になります。</span></span></span></p><span style="font-size: medium;"><span style="font-family: arial;">
</span></span><p class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span style="mso-fareast-font-family: "MS Pゴシック";"> </span></span></span></p><span style="font-size: medium;"><span style="font-family: arial;">
</span></span><p class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span style="mso-fareast-font-family: "MS Pゴシック";">1960</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">年代前半になるとさらに、全米初の自動車排出ガス規制が制定され、自動車メーカーは車載センサの計測感度・性能の向上を迫られました。このニーズに対応するために、メーカーが開発したのが</span><b><span style="mso-fareast-font-family: "MS Pゴシック";">MEMS</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">(</span><span style="mso-fareast-font-family: "MS Pゴシック";">Micro Electro Mechanical Systems</span></b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";"><b>:微小電気機械システム)センサ</b>です。圧力測定によるエンジン制御を可能にするこの新しいセンサは、瞬く間に自動車全体に採用されるようになりました。</span><span style="mso-fareast-font-family: "MS Pゴシック";">MEMS</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">センサは、2つの点でエンジン制御に適しています。まず、機械的に計測されるパラメータに電子情報が入力されること、そして、自動車への実装面積が小さいという点です。この2つの要因の組み合わせることで、データの取り込みとソフトウェア制御のための経済的で高性能なソリューションが生まれました。エンジン性能の向上、排ガスの削減、安全性の向上、利便性の改善を実現する</span><span style="color: #2b00fe;"><a href="https://www.mouser.jp/blog/mems-sensors-monitor-fuel-performance" target="_blank"><span style="mso-fareast-font-family: "MS Pゴシック";">MEMS</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">センサ</span></a></span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">を搭載した今日の自動車では、ソフトウェアによる燃焼とガスの最適化がますます重要になっています。</span></span></span></p><p class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";"> </span></span></span></p><span style="font-size: medium;"><span style="font-family: arial;">
</span></span><h1 class="MsoNormal" style="text-align: left;"><span style="font-size: medium;"><span style="font-family: arial;"><b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">オンロード性能の向上(シャーシ)</span></b></span></span></h1><span style="font-size: medium;"><span style="font-family: arial;">
</span></span><p class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">パワートレイン性能の向上とともに、シャーシのオンロード性能を計測するセンサも進歩しました。このセンサは、自律走行に深く関連する機能に使用されています。その活用例には、自動ブレーキシステム(</span><span style="mso-fareast-font-family: "MS Pゴシック";">ABS</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">)、ロードノイズ・キャンセリング、トラクションコントロール、自動駐車などがあります。またセンサは、横滑り防止装置のための振動データや、パンク防止に向けてタイヤの空気圧も計測します。収集されたデータにより、ソフトウェアは自動車の状態を調整して、ドライバーが何もしなくても、振動を低減し、タイヤの消耗に対応します。</span></span></span></p><span style="font-size: medium;"><span style="font-family: arial;">
</span></span><p class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">基本的に、こうした機能は安全性を中心に活用されていますが、副次的なメリットとして、運転・乗車体験の向上</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">があります</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">。エンジニアはデータを活用して、より安定したフレームを設計したり、タイヤの距離と位置を最適化してバランスとサポートを強化したり、これまでの運転の癖から自動ブレーキシステムの性能を向上させて、停止時間を短縮させたりすることができます。</span></span></span></p><span style="font-size: medium;"><span style="font-family: arial;">
</span></span><p class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">クルーズコントロールが道路の勾配やその他の走行条件の変化に適応してゆくように、ソフトウェア駆動型の走行は、運転性能を向上させることにより安全性を強化し、このアプローチのメリットを倍増させます。</span></span></span></p><span style="font-size: medium;"><span style="font-family: arial;">
</span></span><p class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span style="mso-fareast-font-family: "MS Pゴシック";"> </span></span></span></p><span style="font-size: medium;"><span style="font-family: arial;">
</span></span><h1 class="MsoNormal" style="text-align: left;"><span style="font-size: medium;"><span style="font-family: arial;"><b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">乗車体験(車室内・外装)</span></b></span></span></h1><span style="font-size: medium;"><span style="font-family: arial;">
</span></span><p class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">センサ活用が進んでいる</span><span style="mso-fareast-font-family: "MS Pゴシック"; mso-fareast-language: JA;">3</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">番目</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">の領域は、快適性、利便性、安全性が実感できる車室内と外装に関する乗車体験です。スマートフォンとコネクテッド技術の普及により、自動車のドライバーは、車内に搭載された接続インターフェイスやカスタマイズ可能なテクノロジーを利用するユーザーでもあります。自動車業界の最前線の安全技術と</span><span style="mso-fareast-font-family: "MS Pゴシック";">MEMS</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">センサ技術によって、フロントエアバッグとサイドエアバッグの展開パターンとタイミングは大きく改善されました。また、周囲光の変化に応じて、ヘッドライトを作動させるタイミングをより正確に予測できるようにもなりました。</span></span></span></p><span style="font-size: medium;"><span style="font-family: arial;">
</span></span><p class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">快適性については、センサのデータから、座席温度や向きなどのドライバーの好みや設定を自動車に記憶させることができます。また、センサはナビゲーションを支援したり、ドライバーのユーザーインターフェイスの好みをソフトウェア制御の設定に反映させることも可能です。さらには、外部データが増えたことにより、ドライバーの疲労などの</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">原因</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">から車両がコースから外れている</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">場合</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">も、状況が中央処理装置に伝えられます。この機能は、運転操作の誤りを防ぎ、人的ミスを大幅に削減することによって、安全性を劇的に向上させます。</span></span></span></p><span style="font-size: medium;"><span style="font-family: arial;">
</span></span><p class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span style="mso-fareast-font-family: "MS Pゴシック";"> </span></span></span></p><span style="font-size: medium;"><span style="font-family: arial;">
</span></span><h1 class="MsoNormal" style="text-align: left;"><span style="font-size: medium;"><span style="font-family: arial;"><b><span style="mso-fareast-font-family: "MS Pゴシック";">Amphenol
ICC Minitek MicroSpace<sup>™</sup> </span></b><b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">コネクタシステム</span></b></span></span></h1><span style="font-size: medium;"><span style="font-family: arial;">
</span></span><p class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">クルマをツールから体験に進化させるには、</span><span lang="ZH-HK" style="mso-fareast-font-family: "MS Pゴシック";"> </span><a href="https://www.mouser.jp/manufacturer/amphenol/" target="_blank"><span style="mso-fareast-font-family: "MS Pゴシック";">Amphenol</span></a><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">社の一部門である</span><span style="mso-fareast-font-family: "MS Pゴシック";">Amphenol ICC</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">のソリューションの活用の検討をおすすめします。同社は、情報通信、商用電子機器市場向けに相互接続ソリューションを提供する世界的リーダーです。</span><span style="mso-fareast-font-family: "MS Pゴシック";">Amphenol ICC</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">は、サーバー、ストレージ、データセンター、ネットワーク、産業、ビジネス機器、車載など様々な用途に向けて、ケーブルアセンブリなどの革新的で幅広いコネクタの設計・製造を行っています。</span></span></span></p><span style="font-size: medium;"><span style="font-family: arial;">
</span></span><p class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">ソフトウェア定義車には、多種多様な圧着電線コネクタプラットフォームが使用されています。小型サイズで、堅牢性と極めて高い汎用性を備えたプラットフォームが必要な場合は、</span><a href="https://www.mouser.jp/new/amphenol/amphenol-fci-minitek-microspace-connector-system/" target="_blank"><span style="mso-fareast-font-family: "MS Pゴシック";">Minitek
MicroSpace<sup>™ </sup></span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">コネクタシステム</span></a><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">が理想的です。</span><span style="mso-fareast-font-family: "MS Pゴシック";">Amphenol</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">は、米国自動車研究評議会(</span><span style="mso-fareast-font-family: "MS Pゴシック";">USCAR2</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">)に準拠した先進的なコネクタを幅広く提供していますが、この製品もその1つです。</span><span style="mso-fareast-font-family: "MS Pゴシック";">Minitek Microspace<sup>™</sup></span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">は、車載規格</span><span style="mso-fareast-font-family: "MS Pゴシック";">LV 214-4</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">(欧州)</span><span style="mso-fareast-font-family: "MS Pゴシック";">Severity-2</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">に適合し、車載用電気コネクタシステムの性能仕様を満たしており、</span><span lang="ZH-HK" style="mso-fareast-font-family: "MS Pゴシック";"> </span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">部品の小型化への高まるニーズに対応したコンパクト設計の圧着電線コネクタです。信号密度の向上により実装面積を</span><span style="mso-fareast-font-family: "MS Pゴシック";">50</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">%削減できます。高振動耐久性、プライマリラッチ、</span><span style="mso-fareast-font-family: "MS Pゴシック";">TPA</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">、</span><span style="mso-fareast-font-family: "MS Pゴシック";">CPA</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">、ポカヨケ、こりじ防止などが柔軟な構成(千鳥配列、左右</span><span style="mso-fareast-font-family: "MS Pゴシック";">1</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">列</span><span style="mso-fareast-font-family: "MS Pゴシック";">/2</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">列、サイドラッチ</span><span style="mso-fareast-font-family: "MS Pゴシック";">/</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">トップラッチ)で求められる場合に最適です。</span></span></span></p><span style="font-size: medium;"><span style="font-family: arial;"><br /></span></span><h1 class="MsoNormal" style="text-align: left;"><span style="font-size: medium;"><span style="font-family: arial;"><b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">まとめ</span></b></span></span></h1><span style="font-size: medium;"><span style="font-family: arial;">
</span></span><p class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">電気自動車が今後さらに普及すると、排出ガス、オンロード性能・運転体験、利便性、安全性などの向上に向け、ソフトウェア定義による機能がますます搭載されるようになります。設計者がローカル</span><span style="mso-fareast-font-family: "MS Pゴシック";">MCU</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">や</span><span style="mso-fareast-font-family: "MS Pゴシック";">MPU</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">を使用して膨大なセンサデータをリアルタイムで処理できるようになれば、既存のプロセスインフラを活用することにより、ソフトウェア定義車は今後、自律走行を推進する基盤となることでしょう</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">。</span></span></span></p><p class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";"> </span></span></span></p><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span>★★★★★★★★★★★★★★★★★★★★
</span></span></span></span></div><div class="MsoNormal"><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span>
Mouserブログをもっと読む</span></span></span></span></div><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span> ➡ <a href="https://www.mouser.com/blog?utm_source=jp-blog&utm_medium=social" target="_blank">Mouserサイト・英語(あらゆる種類・最新トピックの記事)</a></span></span></span></span></div><span style="font-size: medium;"><span style="font-family: arial;"><span><span> ➡ <a href="https://mouserjapan.blogspot.com/" target="_blank">日本語ページ(ピックアップして翻訳した記事)</a></span></span></span></span></div><div class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><span>★★★★★★★★★★★★★★★★★★★★</span></span></span></span></div><p class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span><br /><span><span style="mso-fareast-font-family: "Meiryo UI";"><b>著者</b></span></span></span></span></span></p><div class="separator" style="clear: both; text-align: center;"><span style="font-size: medium;"><span style="font-family: arial;"><span><span><span style="mso-fareast-font-family: "Meiryo UI";"><b><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgdrXDTcJ0F4Q0SN6laxpBEXlqEGXmUy87FzilAv4eiiYxUrgwC_wvq3yDfKbTgZStky6z2EKQKeVqTeT8G6uhZFPS5oR1jLzvVH8JccIsbeIYfm-ngxiE0AGkl8LHHvOqV1-KOX_jMTPN8-E7IIEBcejIlIa6G_eCVn1AHs0pwP7UE20InVWP2Qkmh=s100" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="100" data-original-width="100" height="200" src="https://blogger.googleusercontent.com/img/a/AVvXsEgdrXDTcJ0F4Q0SN6laxpBEXlqEGXmUy87FzilAv4eiiYxUrgwC_wvq3yDfKbTgZStky6z2EKQKeVqTeT8G6uhZFPS5oR1jLzvVH8JccIsbeIYfm-ngxiE0AGkl8LHHvOqV1-KOX_jMTPN8-E7IIEBcejIlIa6G_eCVn1AHs0pwP7UE20InVWP2Qkmh=w200-h200" width="200" /></a></b></span></span></span></span></span></div><span style="font-size: medium;"><span style="font-family: arial;">
</span></span><p class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";"><b>アダム・キンメル</b> </span></span></span></p><p class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";"> </span></span></span></p><p class="MsoNormal"><span style="font-size: medium;"><span style="font-family: arial;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">約</span><span style="mso-fareast-font-family: "MS Pゴシック";">20</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">年にわたりエンジニア、研究開発マネージャー、技術記事ライターとして活躍。執筆分野は、自動車、産業</span><span style="mso-fareast-font-family: "MS Pゴシック";">/</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">製造、テクノロジー、エレクトロニクス市場に関するホワイトペーパー、ウェブサイト広告、ケーススタディ、ブログ記事などに及ぶ。キンメル氏は、化学工学・機械工学で学位を取得。現在、エンジニアリング・テクノロジー関連記事制作会社</span><span style="mso-fareast-font-family: "MS Pゴシック";">ASK Consulting Solutions, LLC</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">の創立者兼代表</span></span></span></p><span style="font-size: medium;"><span style="font-family: arial;">
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</span></span><p><span style="font-size: medium;"><span style="font-family: arial;"> </span></span></p>Mouser Japanhttp://www.blogger.com/profile/17823163461486682307noreply@blogger.com0tag:blogger.com,1999:blog-5786635332508926329.post-23640705376223209582021-10-21T11:58:00.007+09:002021-11-01T10:54:01.902+09:00脅威に満ちた世界でのエッジセキュリティ~その2<p> </p><p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEg__TAtbAI2P9dg7C1H6WglZUCvfb9t1SC1BARztAY3NakCJ_GcMTz7PHl-_B6PEwVPM552pJvIxUWtRxouHxX8TV2Wl0DjlBO0WiYYHmXv8nvMXS_vZcWi7ViAtIPdzdwprvmhm9CT7rNIDYwMOR73f17Q0F0r2nbrdz_JDNTt_bucanhfFyfdiCA5=s1000" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="637" data-original-width="1000" height="408" src="https://blogger.googleusercontent.com/img/a/AVvXsEg__TAtbAI2P9dg7C1H6WglZUCvfb9t1SC1BARztAY3NakCJ_GcMTz7PHl-_B6PEwVPM552pJvIxUWtRxouHxX8TV2Wl0DjlBO0WiYYHmXv8nvMXS_vZcWi7ViAtIPdzdwprvmhm9CT7rNIDYwMOR73f17Q0F0r2nbrdz_JDNTt_bucanhfFyfdiCA5=w640-h408" width="640" /></a></div><br /><p></p><p><b> <a href="https://mouserjapan.blogspot.com/2021/10/blog-post.html" target="_blank">~その1の続き</a></b></p><p><b><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 17.5pt;">通信</span></b><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 17.5pt;"></span></p>
<p style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI";">インターフ<span style="font-size: small;">ェイスやプロトコルへの攻撃は、多層的です。ですから、データセキュリティを含む、クラウドとの通信自体のセキュリティと、</span></span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: small;">HTTP<span lang="ZH-CN">などの1つまたは複数のプロトコルによるデバイスへのアクセスセキュリティについて考える必要があります。</span></span></p><span style="font-size: small;">
</span><p style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: small;">TLS<span lang="ZH-CN">(トランスポート・レイヤー・セキュリティ)は、デバイスのすべての通信を保護します。この暗号化プロトコルには、通信相手を確認するための認証と、傍受攻撃を防ぐためのデータの暗号化が含まれています。インターネットのような公共ネットワークを利用してリモートクラウドと通信するエッジデバイスに最適です。</span></span></p><span style="font-size: small;">
</span><p style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI"; font-size: small;">データが</span><span style="color: #292b2c; font-family: "Meiryo UI";"><span style="font-size: small;">IP</span><span lang="ZH-CN"><span style="font-size: small;">ネットワークを介して送信される速度を考えると、認証やデータの暗号化・復号化を効率的に管理するには、ハードウェア・アクセラレーシ</span>ョンが必須になります。<a href="https://www.mouser.jp/new/texas-instruments/ti-tm4c129exl-launchpad/?utm_source=twitter&utm_medium=blog&utm_id=social" target="_blank">テキサス・インスツルメンツ社の「</a></span><a href="https://www.mouser.jp/new/texas-instruments/ti-tm4c129exl-launchpad/?utm_source=twitter&utm_medium=blog&utm_id=social" target="_blank">EK-TM4C129EXL</a><span lang="ZH-CN"><a href="https://www.mouser.jp/new/texas-instruments/ti-tm4c129exl-launchpad/?utm_source=twitter&utm_medium=blog&utm_id=social" target="_blank">」</a>のようにハードウェア暗号化アクセラレーションに対応したプロセッサには、</span>TLS<span lang="ZH-CN">用のオンチップ暗号アクセラレーションが搭載されており、リモートシステムとの安全な通信を確保します。</span></span></p><p style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span style="color: #292b2c; font-family: "Meiryo UI";"><span lang="ZH-CN"></span></span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEhtx1j3Wq5p0gk8VQBhCc1UDQg2xrrGEycwrEsGejehctNCMfuiZa_C7wELN_QXPuFc-iZzQctieL-TDX2HVv4jpRwBFDHsAh6eJGlQUZiN6zl_h7NF-ag68BGuP8dcJc3YcDd4PmYkFb4dkTYi2EPmoOye-uMAl_syNm4dIynoM3qOz_luotfiFLId=s600" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="436" data-original-width="600" height="233" src="https://blogger.googleusercontent.com/img/a/AVvXsEhtx1j3Wq5p0gk8VQBhCc1UDQg2xrrGEycwrEsGejehctNCMfuiZa_C7wELN_QXPuFc-iZzQctieL-TDX2HVv4jpRwBFDHsAh6eJGlQUZiN6zl_h7NF-ag68BGuP8dcJc3YcDd4PmYkFb4dkTYi2EPmoOye-uMAl_syNm4dIynoM3qOz_luotfiFLId=s320" width="320" /></a></div> <p></p>
<p style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI";">また、ケルベロス認証などのプロトコルを使用することによって、クライアントとサーバ間の身元確認を行うことができます。ケルベロス認証は、共通鍵暗号または公開鍵暗号を用いており、どちらも暗号化エンジンを搭載したプロセッサを使用して高速化することができます。</span><span style="color: #292b2c; font-family: "Meiryo UI";"></span></p>
<h3 style="background: white none repeat scroll 0% 0%; line-height: 24pt; vertical-align: baseline;"><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 17.5pt;">プロトコルポート</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 17.5pt;"></span></h3>
<p style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI";">ネットワークインターフェイスで使用されるプロトコルポートは、インターネットに接続されたデバイスの最大の攻撃ベクトルの1つになります。これらのポートによって、デバイスへのプロトコルアクセスが公開されるので(例えば、ウェブインターフェイスは、通常</span><span style="color: #292b2c; font-family: "Meiryo UI";">80<span lang="ZH-CN">番ポートを使って公開されます)、攻撃者には、どのようなエクスプロイトが利用できるのか情報を提供することになります。</span></span></p>
<p style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI";">プロトコルポートを保護する最も簡単な方法の</span><span style="color: #292b2c; font-family: "Meiryo UI";">1<span lang="ZH-CN">つは、ファイアウォールです。ファイアウォールは、ポートへのアクセス制限を設定してポートを保護できるデバイス上のアプリケーションです。例えば、ファイアウォールでは、事前定義された信頼できるホスト以外は、特定のポートへのアクセスを禁止するルールを設定できます。これにより、ポートへのアクセスが制限されるので、バッファオーバーフローなどのようなプロトコルエクスプロイトを利用したよくある攻撃を防ぐことができます。</span></span></p>
<h3 style="background: white none repeat scroll 0% 0%; line-height: 24pt; vertical-align: baseline;"><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 17.5pt;">ファームウェアアップデート</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 17.5pt;"></span></h3>
<p style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI";">エッジデバイスは、ますます複雑になり、機械学習など、旧世代のデバイスよりも</span><span style="font-family: "Meiryo UI";"><span lang="ZH-CN" style="border: 1pt none windowtext; color: #0275d8; mso-border-alt: none windowtext 0cm; padding: 0cm; text-decoration: none; text-underline: none;">高度な機能を実行</span><span lang="ZH-CN" style="color: #292b2c;">するようになりました。このような複雑化に伴い、問題</span></span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; mso-bidi-language: AR-SA; mso-fareast-language: ZH-HK;">を修正して、デバイス</span><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI";">にアップデートをリリースする必要があります。ただし、このファームウェアの更新プロセスが、新たな攻撃ベクトルを生み出すことになります。エッジセキュリティプランにおいてファームウェアアップデートのセキュリティ対策を行うことで、攻撃者によるリスクを軽減できます。</span><span style="color: #292b2c; font-family: "Meiryo UI";"></span></p>
<p style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; mso-bidi-language: AR-SA; mso-fareast-language: ZH-HK;">悪意のあるコードのデバイスへの侵入を防ぐための一般的なセキュリティ手法にコード署名があります。これは</span><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI";">、ファームウェアイメージを暗号ハッシュでデジタル署名するもので、ファームウェア更新プロセスの前にデバイスで使用することで、コードが本物であり、署名プロセス以降にデータが改ざんされていないことを証明します。</span><span style="color: #292b2c; font-family: "Meiryo UI";"></span></p>
<p style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span style="color: #292b2c; font-family: "Meiryo UI";"> <br />
<span lang="ZH-CN">また、コー</span></span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; mso-bidi-language: AR-SA; mso-fareast-language: ZH-HK;">ド署名を起動時に</span><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI";">使用して、ローカルストレージデバイスのファームウェアが改ざんされていないかを確認することもできます。これは、デバイスの更新プロセスで悪用されたイメージでデバイスが更新されることと、ローカルストレージデバイスに不正に挿入されたイメージからデバイスを守ることの</span><span style="color: #292b2c; font-family: "Meiryo UI";">2<span lang="ZH-CN">つの攻撃ベクトルに対応することができます。</span></span></p>
<p style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI";">デバイスで使用するプロセッサは、ハッシュ生成および確認用の安全な暗号エンジンが実装されているものが、特に有用です。その一例が<a href="https://www.mouser.jp/new/microchip/microchip-cec1302-controller/?utm_source=twitter&utm_medium=blog&utm_id=social" target="_blank">マイクロチップ社の
「</a></span><span style="color: #292b2c; font-family: "Meiryo UI";"><a href="https://www.mouser.jp/new/microchip/microchip-cec1302-controller/?utm_source=twitter&utm_medium=blog&utm_id=social" target="_blank">CEC1302</a><span lang="ZH-CN"><a href="https://www.mouser.jp/new/microchip/microchip-cec1302-controller/?utm_source=twitter&utm_medium=blog&utm_id=social" target="_blank">」</a>で、このプロセッサには、暗号化</span>AES<span lang="ZH-CN">(高度暗号化標準)とハッシュエンジンが内蔵されています。</span></span></p><p style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span style="color: #292b2c; font-family: "Meiryo UI";"><span lang="ZH-CN"> </span></span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEjNiwflf7k0xF8Ug9BwQtdAMdg3xLvBesnUbGGQKYPAS6mahGQTxPYkbIUyi8l3cD5Fz5dq5UK7PMv9n7u3eUMFcaaSPg7VRHdnt_u9okKC3J_yeZWT3jHkgg9BK9P3eF-CLMKXDOk74iTCkVyyCqfU47gBE7Ocx0Vzt95mh46rKC3JXdCh-XCVtReT=s600" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="436" data-original-width="600" height="233" src="https://blogger.googleusercontent.com/img/a/AVvXsEjNiwflf7k0xF8Ug9BwQtdAMdg3xLvBesnUbGGQKYPAS6mahGQTxPYkbIUyi8l3cD5Fz5dq5UK7PMv9n7u3eUMFcaaSPg7VRHdnt_u9okKC3J_yeZWT3jHkgg9BK9P3eF-CLMKXDOk74iTCkVyyCqfU47gBE7Ocx0Vzt95mh46rKC3JXdCh-XCVtReT=s320" width="320" /></a></div><br /><p></p>
<p style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI";">また、</span><span style="color: #292b2c; font-family: "Meiryo UI";">TPM<span lang="ZH-CN">(トラステッドプラットフォームモジュール)を使用するのも有効です。</span>TPM<span lang="ZH-CN">は、セキュリティ機能を提供するセキュアな暗号プロセッサで、通常、ハッシュ生成、キーストレージ、ハッシュおよび暗号化アクセラレーションなど、さまざまな機能を備えています。<a href="https://www.mouser.jp/ProductDetail/Microchip-Technology-Atmel/AT97SC3205T-U3A1C-20/?qs=5aG0NVq1C4x%2FMzrXcjuOFQ%3D%3D&utm_source=twitter&utm_medium=blog&utm_id=social" target="_blank">マイクロチップ社の「</a></span><a href="https://www.mouser.jp/ProductDetail/Microchip-Technology-Atmel/AT97SC3205T-U3A1C-20/?qs=5aG0NVq1C4x%2FMzrXcjuOFQ%3D%3D&utm_source=twitter&utm_medium=blog&utm_id=social" target="_blank">AT97SC3205T</a><span lang="ZH-CN"><a href="https://www.mouser.jp/ProductDetail/Microchip-Technology-Atmel/AT97SC3205T-U3A1C-20/?qs=5aG0NVq1C4x%2FMzrXcjuOFQ%3D%3D&utm_source=twitter&utm_medium=blog&utm_id=social" target="_blank">」</a>がその一例で、</span>8<span lang="ZH-CN">ビットのマイクロコントローラの中に</span>TPM<span lang="ZH-CN">を搭載しています。</span></span></p>
<h3 style="background: white none repeat scroll 0% 0%; line-height: 24pt; vertical-align: baseline;"><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 17.5pt;">物理的セキュリティ対策</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 17.5pt;"></span></h3>
<p style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI";">耐タンパー性能を設計に盛り込むことで、デバイスが物理的に開けられたり、何らかの形でセキュリティが侵害された場合、それを検知することができます。また、可能な限り外部信号を小さくすることで、攻撃者が手に入れたデバイスを監視しても、エクスプロイトが見つけにくくなります。攻撃者はバス信号を監視して、セキュリティ情報を取得しようとしたり、極端なケースでは、デバイスに温度変化を与えたり、クロック信号を変化させたり、さらには放射線を使ってエラーを誘発することもあります。デバイスについて知るために、その気になれば攻撃者が取るかもしれない手口について理解しておくことは、より安全な製品を作る上で極めて重要です。</span><span style="color: #292b2c; font-family: "Meiryo UI";"></span></p>
<h3 style="background: white none repeat scroll 0% 0%; line-height: 24pt; vertical-align: baseline;"><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 17.5pt;">さらに詳しく知るには</span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 17.5pt; mso-fareast-language: JA;"> </span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 17.5pt; mso-fareast-language: JA;"></span></h3>
<p style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI";">サイバー戦争</span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; mso-fareast-language: JA;">が熾烈化する今日</span><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI";">、諸々の</span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; mso-fareast-language: JA;">目的から</span><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI";">個人も国家もデバイスを悪用しようと</span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; mso-fareast-language: JA;">狙っており</span><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI";">、エッジセキュリティでは厳しい戦いが続いています。しかし、最新のセキュリティ手法を実装し、</span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; mso-fareast-language: JA;">製品</span><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI";">開発</span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; mso-fareast-language: JA;">の</span><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI";">初期段階からセキュリティを考慮に入れて</span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; mso-fareast-language: JA;">おくことは</span><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI";">、デバイスの安全性の確保に大いに役立ちます。デバイスの攻撃対象領域を早期に分析しておくことによって、より安全なデバイス</span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; mso-fareast-language: JA;">を</span><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI";">開発するには</span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; mso-fareast-language: JA;">どの点</span><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI";">に注意</span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; mso-fareast-language: JA;">する</span><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI";">べきなのかが明らかに</span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; mso-fareast-language: JA;">なるはずです</span><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI";">。さらに詳しくは、</span><span style="font-family: "Meiryo UI";"><a href="https://www.mouser.com/blog?Category=security&utm_source=twitter&utm_medium=blog&utm_id=social" target="_blank"><span lang="ZH-CN" style="border: 1pt none windowtext; color: #0275d8; mso-border-alt: none windowtext 0cm; padding: 0cm; text-decoration: none; text-underline: none;">マウザーのセキュリティに関するブログ</span></a><span lang="ZH-CN" style="color: #292b2c;">をご覧になることをお勧めします。</span><span style="color: #292b2c;"></span></span></p><p> </p><div class="MsoNormal"><span style="font-family: helvetica;"><span>★★★★★★★★★★★★★★★★★★★★
</span></span></div><div class="MsoNormal"><div class="MsoNormal"><span style="font-family: helvetica;"><span>
Mouserブログをもっと読む</span></span></div><div class="MsoNormal"><span style="font-family: helvetica;"><span> ➡ <a href="https://www.mouser.com/blog?utm_source=jp-blog&utm_medium=social" target="_blank">Mouserサイト・英語(あらゆる種類・最新トピックの記事)</a></span></span></div><span style="font-family: helvetica;"><span> ➡ <a href="https://mouserjapan.blogspot.com/" target="_blank">日本語ページ(ピックアップして翻訳した記事)</a></span></span></div><div class="MsoNormal"><span style="font-family: helvetica;"><span>★★★★★★★★★★★★★★★★★★★★</span></span></div><p class="MsoNormal"><span style="font-family: helvetica;"><br /><span><span style="mso-fareast-font-family: "Meiryo UI";"><b>著者</b></span></span></span></p><p class="MsoNormal"><span style="font-family: helvetica;"><span style="mso-bidi-font-style: italic;"><span lang="ZH-HK"> </span></span></span></p><div class="separator" style="clear: both; text-align: center;"><span style="font-family: helvetica;"><span style="mso-bidi-font-style: italic;"><span lang="ZH-HK"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEjEUKRQPFd0hdYbZI4fMGpAzhId39wkCddyRCNpTSxPvOawR3A2dV_GJLVhvdglNAoydtjbYdOGi0asBl1a63rsIrJAVJrTAaIQXxIUjoa0i5QTgJcStsjv71riMouyCMhT09zobwRrUWdV94p4FAz-5O3gNt4m7B34-oNErUb6ajaaG9VJ0z_iApzU=s372" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="372" data-original-width="314" height="320" src="https://blogger.googleusercontent.com/img/a/AVvXsEjEUKRQPFd0hdYbZI4fMGpAzhId39wkCddyRCNpTSxPvOawR3A2dV_GJLVhvdglNAoydtjbYdOGi0asBl1a63rsIrJAVJrTAaIQXxIUjoa0i5QTgJcStsjv71riMouyCMhT09zobwRrUWdV94p4FAz-5O3gNt4m7B34-oNErUb6ajaaG9VJ0z_iApzU=s320" width="270" /></a></span></span></span></div><span style="font-family: helvetica;"><span style="mso-bidi-font-style: italic;"><span lang="ZH-HK"><br /></span></span></span><span style="font-family: helvetica;"><span lang="ZH-HK" style="mso-bidi-font-style: italic;"><span lang="ZH-HK"><!--[if gte mso 9]><xml>
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Name="List 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 5"/>
<w:LsdException Locked="false" Priority="10" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Closing"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Signature"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="true"
UnhideWhenUsed="true" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Message Header"/>
<w:LsdException Locked="false" Priority="11" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Salutation"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Date"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text First Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text First Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Note Heading"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Block Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Hyperlink"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="FollowedHyperlink"/>
<w:LsdException Locked="false" Priority="22" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Document Map"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Plain Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="E-mail Signature"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Top of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Bottom of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal (Web)"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Acronym"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Address"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Cite"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Code"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Definition"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Keyboard"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Preformatted"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Sample"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Typewriter"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Variable"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal Table"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="annotation subject"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="No List"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Contemporary"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Elegant"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Professional"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Balloon Text"/>
<w:LsdException Locked="false" Priority="39" Name="Table Grid"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Theme"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" QFormat="true"
Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" QFormat="true"
Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" QFormat="true"
Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" QFormat="true"
Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" QFormat="true"
Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" QFormat="true"
Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" SemiHidden="true"
UnhideWhenUsed="true" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
<w:LsdException Locked="false" Priority="41" Name="Plain Table 1"/>
<w:LsdException Locked="false" Priority="42" Name="Plain Table 2"/>
<w:LsdException Locked="false" Priority="43" Name="Plain Table 3"/>
<w:LsdException Locked="false" Priority="44" Name="Plain Table 4"/>
<w:LsdException Locked="false" Priority="45" Name="Plain Table 5"/>
<w:LsdException Locked="false" Priority="40" Name="Grid Table Light"/>
<w:LsdException Locked="false" Priority="46" Name="Grid Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="Grid Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="Grid Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 6"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 6"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 6"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 6"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 6"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="46" Name="List Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="List Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="List Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 1"/>
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<![endif]--></span></span></span><b><span style="font-size: small;"><span style="color: #333333; font-family: "Meiryo UI";">M<span lang="ZH-HK">・ティム・ジョーンズ</span></span></span></b><p class="MsoNormal"><span style="font-family: helvetica;"><span lang="ZH-HK" style="mso-bidi-font-style: italic;"> </span></span></p>
<p style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; margin-bottom: 6.75pt; margin-left: 0cm; margin-right: 0cm; margin-top: 0cm; margin: 0cm 0cm 6.75pt; vertical-align: baseline;"><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">組み込みファームウェアアーキテクトとして</span><span style="color: #333333; font-family: "Meiryo UI";">30<span lang="ZH-CN">年以上のアーキテクチャ開発実績を持つ。ソフトウェア・ファームウェア開発関連の著書数冊、執筆記事多数。エンジニアとしての実績は、地球周回軌道宇宙船のカーネル開発から組込みシステムアーキテクチャ・プロトコル開発まで多岐にわたる。</span></span></p>
<p><b> </b></p><p> </p><p> </p>Mouser Japanhttp://www.blogger.com/profile/17823163461486682307noreply@blogger.com0tag:blogger.com,1999:blog-5786635332508926329.post-21436359729119418602021-10-21T11:37:00.004+09:002021-10-21T11:39:49.289+09:00脅威に満ちた世界でのエッジセキュリティ~その1<p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEhNBm4a_QvqV3t-HIXvUHtEBBAwCJ589mv44LoQWu8_1RdObTmMZxy1q7Hl_qeGGUQwygloEfPwBkY5FTQV_SFBzpiQD1bDTq-_m10MPvtRadbJvdwcsIHRenCe_c6EIvvDJuA-St7733K177S82boe-DV46KDX4Ihf1g584KqU3AIV2JVkA41QybvB=s1000" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="500" data-original-width="1000" height="320" src="https://blogger.googleusercontent.com/img/a/AVvXsEhNBm4a_QvqV3t-HIXvUHtEBBAwCJ589mv44LoQWu8_1RdObTmMZxy1q7Hl_qeGGUQwygloEfPwBkY5FTQV_SFBzpiQD1bDTq-_m10MPvtRadbJvdwcsIHRenCe_c6EIvvDJuA-St7733K177S82boe-DV46KDX4Ihf1g584KqU3AIV2JVkA41QybvB=w640-h320" width="640" /></a></div><p></p><p> <!--[if !mso]>
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</p><p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">組み込みネットワーク機器は、低価格化が進むにつれて(その</span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;">好例</span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">が</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">Raspberry Pi<span lang="ZH-HK">です)、今やあらゆる場所で使用されるようになりました。しかし、この普及の隠れた代償として、こうしたデバイスはセキュリティに欠け、悪用されやすいという負の側面があります。セキュリティへの投資を行わなければ、デバイスから動画、画像、音声などの個人情報が流出したり、デバイスがボットネットに乗っ取られ、世界中を大混乱に陥れることになりかねません。</span></span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;"> </span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;"></span></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; line-height: 24pt; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; mso-outline-level: 3; vertical-align: baseline;"><b><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 17.5pt;">エッジコンピューティングとは</span></b><b><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 17.5pt;"></span></b></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">エッジコンピューティングとは、集中していたコンピューティングリソースをデータの発生源の近くに分散させるというパラダイムシフトです。これによって、多くのメリットが生まれます。</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span></p>
<ul style="text-align: left;"><li><span style="color: #292b2c; font-family: Wingdings; mso-bidi-font-family: Wingdings; mso-bidi-font-size: 12.0pt; mso-fareast-font-family: Wingdings;"><span style="mso-list: Ignore;"><span style="font: 7pt "Times New Roman";"></span></span></span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">切断時操作
</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span></li><li><span style="color: #292b2c; font-family: Wingdings; mso-bidi-font-family: Wingdings; mso-bidi-font-size: 12.0pt; mso-fareast-font-family: Wingdings;"><span style="mso-list: Ignore;"><span style="font: 7pt "Times New Roman";"></span></span></span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">応答時間の高速化
</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span></li><li><span style="color: #292b2c; font-family: Wingdings; mso-bidi-font-family: Wingdings; mso-bidi-font-size: 12.0pt; mso-fareast-font-family: Wingdings;"><span style="mso-list: Ignore;"><span style="font: 7pt "Times New Roman";"></span></span></span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">各領域のコンピューティングニーズのバランスを向上</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span></li></ul>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"> </span></p><p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><b><span lang="ZH-HK" style="border: 1pt none windowtext; color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">図</span></b><b><span style="border: 1pt none windowtext; color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">1</span></b><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">が示すように、クラウドインフラストラクチャはエッジでデバイスを管理しています。</span><span style="font-family: "Meiryo UI";"><a href="https://www.mouser.com/empowering-innovation/ai#modal5" title="NXP Semiconductors MIMXRT1170-EVK Evaluation Kit"><span style="border: 1pt none windowtext; color: #0275d8; font-size: 12pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">IoT<span lang="ZH-HK">(モノのインターネット)デバイス</span></span></a></span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">は、エッジゲートウェイなどのエッジデバイスを介してクラウドに接続し、グローバルな通信を最小限に抑えます。</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span style="font-family: "Meiryo UI"; mso-fareast-language: JA; mso-no-proof: yes;"> <br /></span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEhJ6poCdvP9oS1W4eaqiwoM05tYXhMvWbXTLovaDr4lr_FsB1ZoBU5O8-MOA-gavlJeMeuCcJ28d2eglMOehaoCIpAs3npmir3_WdwAPGvk6np3ICrxNTimSGJZX6uJMZqsiC225DxMTzYY3IA6bbZU6hOIdeogd4QyiKCFsaQBNIgZIz_FHPTBT2yK=s543" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="171" data-original-width="543" height="202" src="https://blogger.googleusercontent.com/img/a/AVvXsEhJ6poCdvP9oS1W4eaqiwoM05tYXhMvWbXTLovaDr4lr_FsB1ZoBU5O8-MOA-gavlJeMeuCcJ28d2eglMOehaoCIpAs3npmir3_WdwAPGvk6np3ICrxNTimSGJZX6uJMZqsiC225DxMTzYY3IA6bbZU6hOIdeogd4QyiKCFsaQBNIgZIz_FHPTBT2yK=w640-h202" width="640" /></a></div><p></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span style="font-size: small;"><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI";">図</span><span style="color: #292b2c; font-family: "Meiryo UI";">1<span lang="ZH-HK">:クラウドインフラストラクチャとエッジのコネクテッドデバイスとの関係を示すエッジコンピューティングアーキテクチャ図。(画像:執筆者)</span></span></span></p><p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"><span lang="ZH-HK"> <br /></span></span></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">ドイツの統計データベース会社</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">Statista<span lang="ZH-HK">は、</span>2018<span lang="ZH-HK">年に</span>IoT<span lang="ZH-HK">コネクテッドデバイスの数は世界で</span>230<span lang="ZH-HK">億台であったと推定しており、専門家はこの数が</span>2025<span lang="ZH-HK">年には</span>750<span lang="ZH-HK">億台にまで増加すると予測しています。</span>2016<span lang="ZH-HK">年に</span>IoT<span lang="ZH-HK">デバイスを標的とし、数百万人のインターネットアクセスを妨害したマルウェア「</span>Mirai<span lang="ZH-HK">」は、</span>IoT<span lang="ZH-HK">デバイスのセキュリティ強化の必要性を示唆しています。攻撃者は特定のデバイスのエクスプロイトを見つければ、他の同一デバイスにもそのエクスプロイトを一斉適用することができるのです。</span></span></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">エッジでのデバイスの数が増えるにつれて、デバイスのリスクも高まっています。注目されたいため、あるいはボットネットを拡散させるために悪用を試みる攻撃者たちにとって、コネクテッドデバイスは格好の標的です。そこで今回は、エッジコンピューティングデバイスを保護する方法について見ていきたいと思います。</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"> </span></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; line-height: 24pt; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; mso-outline-level: 3; vertical-align: baseline;"><b><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 17.5pt;">デバイスを保護するには</span></b><b><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 17.5pt;"></span></b></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">デバイスが悪用される手口を理解するには、攻撃対象領域と言われるものに注目する必要があります。デバイスの攻撃対象領域とは、攻撃者が悪用したり、デバイスからデータの抽出を試みることのできるあらゆる攻撃点を表します。攻撃対象領域には次のようなものがあります。</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span></p>
<ul style="text-align: left;"><li><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">デバイスに接続するネットワークポート
</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span></li><li><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">シリアルポート
</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span></li><li><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">デバイスのアップグレードのためのファームウェア更新プロセス</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span></li><li><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">物理的デバイス</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span></li></ul>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; line-height: 24pt; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; mso-outline-level: 3; vertical-align: baseline;"><b><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 17.5pt;">攻撃ベクトル</span></b><b><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 17.5pt;"></span></b></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">攻撃対象領域は、デバイスが外界にさらされている領域を指し、セキュリティのための防御の焦点になります。デバイスを保護するには、デバイスの潜在的な攻撃ベクトルについて理解し、攻撃対象領域を小さくすることが必要です。</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">一般的な攻撃ベクトルには以下があります。</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span></p>
<ul style="text-align: left;"><li><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">インターフェイス</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span></li><li><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">プロトコル</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span></li><li><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">サービス</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span></li></ul>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><b><span lang="ZH-HK" style="border: 1pt none windowtext; color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">図</span></b><b><span style="border: 1pt none windowtext; color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">2</span></b><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">を見ると、攻撃ベクトルは、ネットワークやローカルのインターフェイス、デバイス上で実行されているファームウェアの周辺の攻撃対象領域、さらには物理的パッケージ自体にもあるのがわかります。次に、さまざまな攻撃ベクトルに目を向け、その対策方法について見てみましょう。</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEiusFW4pMw9O5Znh4tj59Aqkp1ANuM_MdUMI8XnntVWDwuAe93oL07OvBpCqoqcV0yGT97uPoUcQPlVJ24SeYOp_jmvu_ppENr-B_VG1noTj1q0ha5lI_shiaLjla4tS2d7p9eC0hYQXysmMX-EhuRhoDWwnmPLW2IztAWNx6aJXZz2dIpEoUumb3z-=s386" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="230" data-original-width="386" height="381" src="https://blogger.googleusercontent.com/img/a/AVvXsEiusFW4pMw9O5Znh4tj59Aqkp1ANuM_MdUMI8XnntVWDwuAe93oL07OvBpCqoqcV0yGT97uPoUcQPlVJ24SeYOp_jmvu_ppENr-B_VG1noTj1q0ha5lI_shiaLjla4tS2d7p9eC0hYQXysmMX-EhuRhoDWwnmPLW2IztAWNx6aJXZz2dIpEoUumb3z-=w640-h381" width="640" /></a></div><span style="font-family: "Meiryo UI"; mso-fareast-language: JA; mso-no-proof: yes;"><br /></span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span><p></p>
<p class="MsoNormal"><span style="font-size: small;"><span lang="ZH-HK" style="background: white none repeat scroll 0% 0%; color: #292b2c; font-family: "Meiryo UI";">図</span><span style="background: white none repeat scroll 0% 0%; color: #292b2c; font-family: "Meiryo UI";">2<span lang="ZH-HK">:シンプルなエッジデバイスの潜在的な攻撃ベクトル (画像:執筆者)</span></span></span></p>
<p> </p><p><b>~その2に続く </b></p><p><b> </b></p><p class="MsoNormal"><span style="font-family: helvetica;"><span style="mso-bidi-font-style: italic;"><span lang="ZH-HK"> </span></span></span></p><div class="MsoNormal"><span style="font-family: helvetica;"><span>★★★★★★★★★★★★★★★★★★★★
</span></span></div><div class="MsoNormal"><div class="MsoNormal"><span style="font-family: helvetica;"><span>
Mouserブログをもっと読む</span></span></div><div class="MsoNormal"><span style="font-family: helvetica;"><span> ➡ <a href="https://www.mouser.com/blog?utm_source=jp-blog&utm_medium=social" target="_blank">Mouserサイト・英語(あらゆる種類・最新トピックの記事)</a></span></span></div><span style="font-family: helvetica;"><span> ➡ <a href="https://mouserjapan.blogspot.com/" target="_blank">日本語ページ(ピックアップして翻訳した記事)</a></span></span></div><div class="MsoNormal"><span style="font-family: helvetica;"><span>★★★★★★★★★★★★★★★★★★★★</span></span></div><p class="MsoNormal"><span style="font-family: helvetica;"><br /><span><span style="mso-fareast-font-family: "Meiryo UI";"><b>著者</b></span></span></span></p><p class="MsoNormal"><span style="font-family: helvetica;"><span style="mso-bidi-font-style: italic;"><span lang="ZH-HK"> </span></span></span></p><div class="separator" style="clear: both; text-align: center;"><span style="font-family: helvetica;"><span style="mso-bidi-font-style: italic;"><span lang="ZH-HK"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEjEUKRQPFd0hdYbZI4fMGpAzhId39wkCddyRCNpTSxPvOawR3A2dV_GJLVhvdglNAoydtjbYdOGi0asBl1a63rsIrJAVJrTAaIQXxIUjoa0i5QTgJcStsjv71riMouyCMhT09zobwRrUWdV94p4FAz-5O3gNt4m7B34-oNErUb6ajaaG9VJ0z_iApzU=s372" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="372" data-original-width="314" height="320" src="https://blogger.googleusercontent.com/img/a/AVvXsEjEUKRQPFd0hdYbZI4fMGpAzhId39wkCddyRCNpTSxPvOawR3A2dV_GJLVhvdglNAoydtjbYdOGi0asBl1a63rsIrJAVJrTAaIQXxIUjoa0i5QTgJcStsjv71riMouyCMhT09zobwRrUWdV94p4FAz-5O3gNt4m7B34-oNErUb6ajaaG9VJ0z_iApzU=s320" width="270" /></a></span></span></span></div><span style="font-family: helvetica;"><span style="mso-bidi-font-style: italic;"><span lang="ZH-HK"><br /></span></span></span><p></p><span style="font-family: helvetica;"><span lang="ZH-HK" style="mso-bidi-font-style: italic;"><span lang="ZH-HK"><!--[if gte mso 9]><xml>
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="endnote reference"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="endnote text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="table of authorities"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="macro"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="toa heading"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 5"/>
<w:LsdException Locked="false" Priority="10" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Closing"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Signature"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Message Header"/>
<w:LsdException Locked="false" Priority="11" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text First Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="FollowedHyperlink"/>
<w:LsdException Locked="false" Priority="22" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Address"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Preformatted"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Typewriter"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="39" Name="Table Grid"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" QFormat="true"
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<w:LsdException Locked="false" Priority="29" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" QFormat="true"
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<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 1"/>
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<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 2"/>
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<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 2"/>
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<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 3"/>
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<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 3"/>
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<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 3"/>
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<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 4"/>
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<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 4"/>
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<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 4"/>
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<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 4"/>
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<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 5"/>
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<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" QFormat="true"
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<w:LsdException Locked="false" Priority="21" QFormat="true"
Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" QFormat="true"
Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" QFormat="true"
Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" SemiHidden="true"
UnhideWhenUsed="true" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
<w:LsdException Locked="false" Priority="41" Name="Plain Table 1"/>
<w:LsdException Locked="false" Priority="42" Name="Plain Table 2"/>
<w:LsdException Locked="false" Priority="43" Name="Plain Table 3"/>
<w:LsdException Locked="false" Priority="44" Name="Plain Table 4"/>
<w:LsdException Locked="false" Priority="45" Name="Plain Table 5"/>
<w:LsdException Locked="false" Priority="40" Name="Grid Table Light"/>
<w:LsdException Locked="false" Priority="46" Name="Grid Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="Grid Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="Grid Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 6"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 6"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 6"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 6"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 6"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 6"/>
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Name="Closing"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Signature"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="true"
UnhideWhenUsed="true" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Message Header"/>
<w:LsdException Locked="false" Priority="11" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Salutation"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Date"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text First Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text First Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Note Heading"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Block Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Hyperlink"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="FollowedHyperlink"/>
<w:LsdException Locked="false" Priority="22" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Document Map"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Plain Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="E-mail Signature"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Top of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Bottom of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal (Web)"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Acronym"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Address"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Cite"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Code"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Definition"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Keyboard"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Preformatted"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Sample"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Typewriter"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Variable"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal Table"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="annotation subject"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="No List"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Contemporary"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Elegant"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Professional"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Balloon Text"/>
<w:LsdException Locked="false" Priority="39" Name="Table Grid"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Theme"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" QFormat="true"
Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" QFormat="true"
Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" QFormat="true"
Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" QFormat="true"
Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" QFormat="true"
Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" QFormat="true"
Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" SemiHidden="true"
UnhideWhenUsed="true" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
<w:LsdException Locked="false" Priority="41" Name="Plain Table 1"/>
<w:LsdException Locked="false" Priority="42" Name="Plain Table 2"/>
<w:LsdException Locked="false" Priority="43" Name="Plain Table 3"/>
<w:LsdException Locked="false" Priority="44" Name="Plain Table 4"/>
<w:LsdException Locked="false" Priority="45" Name="Plain Table 5"/>
<w:LsdException Locked="false" Priority="40" Name="Grid Table Light"/>
<w:LsdException Locked="false" Priority="46" Name="Grid Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="Grid Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="Grid Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 6"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 6"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 6"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 6"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 6"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="46" Name="List Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="List Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="List Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
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<p style="background: #FCFCFC; margin-bottom: 6.75pt; margin-left: 0cm; margin-right: 0cm; margin-top: 0cm; vertical-align: baseline;"><span lang="ZH-CN" style="color: #333333; font-family: "Meiryo UI";">組み込みファームウェアアーキテクトとして</span><span style="color: #333333; font-family: "Meiryo UI";">30<span lang="ZH-CN">年以上のアーキテクチャ開発実績を持つ。ソフトウェア・ファームウェア開発関連の著書数冊、執筆記事多数。エンジニアとしての実績は、地球周回軌道宇宙船のカーネル開発から組込みシステムアーキテクチャ・プロトコル開発まで多岐にわたる。</span></span></p>
<p><b> </b></p>Mouser Japanhttp://www.blogger.com/profile/17823163461486682307noreply@blogger.com0tag:blogger.com,1999:blog-5786635332508926329.post-40299247448585222542021-10-12T14:11:00.003+09:002021-10-12T14:11:18.851+09:00コマ遊び体験から慣性計測ユニット(IMU)を理解する<p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEhX2xXRLcgbOIRvpxKf_CtX_SisLBSHVDhBPCtDGkmwHmBWNMY-up2VIMOa5GkT6kI6hz2sAD8WztkPcxj3JGLBBdVf_QURgkQQcXQXcFmIG0fYjAcLxq3ppS1OmGX0EvNouM12dTSaeh_sK7F2bwDvVSymAGY_X_ZkhDvFbflOWCLAt78GcaAuYENK=s600" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="379" data-original-width="600" height="404" src="https://blogger.googleusercontent.com/img/a/AVvXsEhX2xXRLcgbOIRvpxKf_CtX_SisLBSHVDhBPCtDGkmwHmBWNMY-up2VIMOa5GkT6kI6hz2sAD8WztkPcxj3JGLBBdVf_QURgkQQcXQXcFmIG0fYjAcLxq3ppS1OmGX0EvNouM12dTSaeh_sK7F2bwDvVSymAGY_X_ZkhDvFbflOWCLAt78GcaAuYENK=w640-h404" width="640" /></a></div><br /><!--[if !mso]>
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<p></p><p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">私の子供時代はもはや遠い昔です。あの頃は、携帯電子機器はもちろん、ビデオゲームも、小型ゲーム機もありませんでした。遊びといえば、「プレイ・ドー」や「シリーパティー」といった粘土系のおもちゃや、フリスビー、マジック</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">8<span lang="ZH-HK">ボール、そしてバネ状でユニークな動きをする「スリンキー」が人気だった時代。中でも私のお気に入りは、マテル社の「ホットトップ」というコマのおもちゃでした。基本的には、ケースの内側でホイールが回転するジャイロスタットなのですが、当時、画期的なコマとして発売されました(<b>図</b></span><b>1</b><span lang="ZH-HK">)。そのからくりは高速回転するハイテクベアリングにあり、コマは高速で回転するため、なかなか倒れませんでした。もっと速く回してやろうとコマ先を何度も床に擦りつけてから、床に放ったときにたてるあのコマの音が、今でも蘇ってくるようです。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgYvi3qHaSV-3fjT41Ov-okX1ce89y6NFDVTZbBzIBVwHXqI_tdj183WobmKyTB2f2jLngCJ4AqFhlNEyj3LqJwJQrBCCFT2rO58QaH3xZMLzPoR-wyH-6X22mGEhFUsSbUfNF-LBjLjjmWrKSq8uRWaiTQN3mW0soyhyMzsG9JPXVZPSpcITK4bjW2=s600" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="254" data-original-width="600" height="169" src="https://blogger.googleusercontent.com/img/a/AVvXsEgYvi3qHaSV-3fjT41Ov-okX1ce89y6NFDVTZbBzIBVwHXqI_tdj183WobmKyTB2f2jLngCJ4AqFhlNEyj3LqJwJQrBCCFT2rO58QaH3xZMLzPoR-wyH-6X22mGEhFUsSbUfNF-LBjLjjmWrKSq8uRWaiTQN3mW0soyhyMzsG9JPXVZPSpcITK4bjW2=w400-h169" width="400" /></a></div><br /><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA; mso-no-proof: yes;"><br /></span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span><p></p>
<p class="MsoNormal"><b><i><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">図</span></i></b><b><i><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">1</span></i></b><i><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">: </span></i><i><span lang="JA" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">おもちゃ</span></i><i><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">のコマ(画像:</span></i><i><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">RODRIGO SAINZ/Shutterstock.com<span lang="ZH-HK">)</span></span></i><i><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;"></span></i></p>
<p class="MsoNormal"><i><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></i></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">実はこのコマには、ジャイロスコープの原理が応用されています。ジャイロスコープは、角運動量保存の法則により、回転中は垂直の状態を保ちます(ニュートン(</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">1687<span lang="ZH-HK">)、ラプラス(</span>1799<span lang="ZH-HK">)、フーコー(</span>1852<span lang="ZH-HK">)、ランキン(</span>1858<span lang="ZH-HK">)など)。この現象を利用して、ジャイロスコープは物体の向きや角速度の維持または計測に使用されています。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><b><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">MEMS</span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">今日のエレクトロニクス設計では、この機械的知識をセンサに応用しています。このようなセンサには、微小電気機械システム(</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">MEMS<span lang="ZH-HK">)技術が採用されます。</span>MEMS<span lang="ZH-HK">センサ技術は、複数のセンサやソフトウェアソリューションを</span>1<span lang="ZH-HK">つに統合させて、センサフュージョンを実現します。そのため、情報通信技術(</span>ICT<span lang="ZH-HK">)、モノのインターネット(</span>IoT<span lang="ZH-HK">)、自動車など、さまざまな大規模産業に向けたソリューションが可能になります。半導体メーカーは、この統合ソリューションを調整して、組み込み補償やセンサ処理、さらにはシンプルなプログラマブルインターフェイスに活用しています。</span></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">そんななか、人間の知覚に迫る</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">MEMS<span lang="ZH-HK">センサ技術の最前線にいるのが、</span><a href="https://www.mouser.com/new/tdk/tdk-smartindustrial-sensor-platforms/" target="_blank">TDK InvenSense</a></span><span lang="JA" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">社で</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">す。</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">InvenSense<span lang="ZH-HK">は、</span>TDK<span lang="ZH-HK">のセンサシステムズビジネスカンパニー 内の一部門で、 コンシューマー、産業、自動車、</span>IoT<span lang="ZH-HK">などの市場に向けた</span>MEMS<span lang="ZH-HK">モーション、オーディオ、および圧力ソリューションのリーディングメーカーです。高性能</span>MEMS<span lang="ZH-HK">マイク、圧力センサ、</span>MEMS 3/6/7/9<span lang="ZH-HK">軸モーションセンサなど、</span>InvenSense<span lang="ZH-HK">の幅広い製品ポートフォリオにより、</span>TDK<span lang="ZH-HK">は性能と品質の限界を広げ、さまざまな業界に向け</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;">た</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">技術革新を強化しています。今回は、</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">TDK InvenSense<span lang="ZH-HK">の</span>MEMS<span lang="ZH-HK">慣性計測ユニット(</span>IMU<span lang="ZH-HK">)で物体の位置がどのように把握できるのかについて説明したいと思います。</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;"> </span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA;"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><br /></span></p>
<p class="MsoNormal"><b><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">IMU</span></b></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">MEMS<span lang="ZH-HK">技術によって、高精度なジャイロスコープや加速度センサ、磁気センサ、圧力センサを複数軸で組み合わせ、ひとつのデバイスに統合することが可能になりました。このように複数の異なるセンサが統合されたデバイスのことを、慣性計測ユニット(</span>IMU<span lang="ZH-HK">)といいます。</span>IMU<span lang="ZH-HK">は、身体のある部位のにかかる力、角速度、身体の向きなどを検出・計測するデバイスです。アイザック・ニュートン(</span>1642–1726/27<span lang="ZH-HK">)は、慣性を「運動の第</span>1<span lang="ZH-HK">法則」(<span style="mso-bidi-font-style: italic;">『自然哲学の数学的諸原理』</span></span>1687<span lang="ZH-HK">年)として次のように定義しています。「すべての物体は、外部から力を加えられない限り、静止している物体は静止状態を続け、運動している物体は等速直線運動を続ける
」。</span>MEMS<span lang="ZH-HK">技術は、極めて複雑なアプリケーションを使用する場合や動的環境下でも、複数の自由度(</span>DoF<span lang="ZH-HK">)を確実に検出・処理します。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">複数の自由度</span></b><b><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></b></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">IMU<span lang="ZH-HK">を選択する際に重要な基準の</span>1<span lang="ZH-HK">つとなるのが自由度です。</span>IMU<span lang="ZH-HK">には、通常</span>2<span lang="ZH-HK">〜</span>10<span lang="ZH-HK">の自由度があります。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">自由という言葉は、文脈によってさまざまな意味を持ちます。ここで言う自由とは、選択の自由や政治的自由ではなく、物理学、特に力学における自由です。力学では、自由度は、物体の位置や運動状態を表す並進運動や回転運動に対応します。例えば、力を加えても変形しない物体(剛体)の場合、並進と回転にはそれぞれ</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">3<span lang="ZH-HK">自由度があり、合計</span>6<span lang="ZH-HK">自由度になります(<b>図</b></span><b>2</b><span lang="ZH-HK">)。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<ol start="1" style="margin-top: 0cm;" type="1"><li class="MsoNormal" style="mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">並進:前</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">/<span lang="ZH-HK">後</span></span></li><li class="MsoNormal" style="mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">並進:左</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">/<span lang="ZH-HK">右</span></span></li><li class="MsoNormal" style="mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">並進:上</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">/<span lang="ZH-HK">下</span></span></li><li class="MsoNormal" style="mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">回転:横(ロール)</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></li><li class="MsoNormal" style="mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">回転:前</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">/<span lang="ZH-HK">後(ピッチ)</span></span></li><li class="MsoNormal" style="mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">回転:左</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">/<span lang="ZH-HK">右(ヨー)</span></span></li></ol>
<p class="MsoNormal"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEifOLDdpmQqZ5xvylycJ8UOksa1mJku2aXNvgFDj-n8_Z9f-XmdKjCXiqESQsMRQ3gSlLuVDwEDLOgjCM0DUC0ZoKFpZwQgjQQTPr43rfz1SX5ojr3Hh563DJ4mQYE3EGt0H6ojUzl49dUm0qaswkPqu7XI9eBexLKP_VM-g3yhMltMua4D7aUh4Q2u=s600" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="600" data-original-width="600" height="640" src="https://blogger.googleusercontent.com/img/a/AVvXsEifOLDdpmQqZ5xvylycJ8UOksa1mJku2aXNvgFDj-n8_Z9f-XmdKjCXiqESQsMRQ3gSlLuVDwEDLOgjCM0DUC0ZoKFpZwQgjQQTPr43rfz1SX5ojr3Hh563DJ4mQYE3EGt0H6ojUzl49dUm0qaswkPqu7XI9eBexLKP_VM-g3yhMltMua4D7aUh4Q2u=w640-h640" width="640" /></a></div><br /><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA; mso-no-proof: yes;"><br /></span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span><p></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span><b><i><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">図</span></i></b><b><i><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> 2</span></i></b><i><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">:</span></i><i><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">6<span lang="ZH-HK">自由度。</span>3<span lang="ZH-HK">次元空間における剛体の動きの可能性: 前後、左右、上下、および</span>3<span lang="ZH-HK">軸を中心とした回転。(出典:</span>Peter Hermes Furian/Shutterstock.com<span lang="ZH-HK">)</span></span></i><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p><p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">加速度センサ(速度の変化を計測</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> → <span lang="ZH-HK">位置を取得)とジャイロセンサ(角速度を計測</span> → <span lang="ZH-HK">向きを取得)を組み合わせてデータを収集することで、デバイスは最大</span>6<span lang="ZH-HK">自由度を計算することができます。では、</span>6<span lang="ZH-HK">を超える自由度(</span>DoF<span lang="ZH-HK">)がなぜあるのでしょうか。</span>IMU<span lang="ZH-HK">メーカーは、もっとセンサフュージョンを行えば、もっとパフォーマンスを向上できることに気づきました。そこで測定値を改善し、エラーを減らして、内部調整や補正に対応できる優れたデータを取得できるよう、もう1つセンサを追加しました。それが磁気センサで、この追加により、新たなセンサ情報が取得できます。磁気センサは、地球の磁場を検出し、それによって方位の測定が可能になります。この情報を加速度センサとジャイロセンサと合わせてセンサ融合させると、センサメーカーが言うように、自由度が</span>3<span lang="ZH-HK">つ増えることになります。こうして</span>9<span lang="ZH-HK">自由度の</span>IMU<span lang="ZH-HK">が生まれたのです。</span></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">誤解のないよう付け加えておくと、この言葉には若干の強引さがあります。というのも物理学で定義されているのは、</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">6<span lang="ZH-HK">自由度だからです。しかし、</span>IMU<span lang="ZH-HK">デバイスは、センサフュージョンによって</span>3<span lang="ZH-HK">種類の</span>3<span lang="ZH-HK">軸センサを使用しているため、ソリューションには</span>9<span lang="ZH-HK">つのセンサ入力データが提供されることになります。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">先ほど、</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">IMU<span lang="ZH-HK">には、</span>10<span lang="ZH-HK">自由度を持つものもあると言いました。</span>9<span lang="ZH-HK">自由度まで説明しましたが、 どうすれば</span>10<span lang="ZH-HK">自由度になるのでしょうか。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">答えは簡単で、もう</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">1<span lang="ZH-HK">つセンサを追加すればいいのです。気圧センサを加えて、センサ情報を増やします。気圧センサを組み込めば、</span>IMU<span lang="ZH-HK">メーカーが言うように、</span>10<span lang="ZH-HK">自由度になります。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">3 DoF <span lang="ZH-HK">加速度センサ </span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">3 DoF <span lang="ZH-HK">ジャイロセンサ </span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">3 DoF <span lang="ZH-HK">磁気センサ </span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">1 DoF <span lang="ZH-HK">気圧センサ</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">10 DoF</span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"> </span><br /></p><p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">まとめ</span></b><b><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">私の子供時代のおもちゃとは違って、今日の電子機器には、ますます多くのセンサ情報が求められています。センサフュージョンは、複数のセンサとソフトウェアソリューションを統合し、車載、</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">ICT<span lang="ZH-HK">、</span>IoT<span lang="ZH-HK">の実現に貢献しています。この記事で、</span>IMU<span lang="ZH-HK">がどのように複数のセンサを1つのモノリシックデバイスに統合しているのかが、おわかりいただけたと思います。子供たちを夢中にさせたあのコマのように、</span>IMU<span lang="ZH-HK">の威力を実感するには、</span>TDK InvenSense<span lang="ZH-HK">の豊富な製品ラインアップをご覧ください。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><br />
</span><br style="mso-special-character: line-break;" /></p><p class="MsoNormal"><span style="font-family: helvetica;"><span style="mso-bidi-font-style: italic;"><span lang="ZH-HK"> </span></span></span></p><div class="MsoNormal"><span style="font-family: helvetica;"><span>★★★★★★★★★★★★★★★★★★★★
</span></span></div><div class="MsoNormal"><div class="MsoNormal"><span style="font-family: helvetica;"><span>
Mouserブログをもっと読む</span></span></div><div class="MsoNormal"><span style="font-family: helvetica;"><span> ➡ <a href="https://www.mouser.com/blog?utm_source=jp-blog&utm_medium=social" target="_blank">Mouserサイト・英語(あらゆる種類・最新トピックの記事)</a></span></span></div><span style="font-family: helvetica;"><span> ➡ <a href="https://mouserjapan.blogspot.com/" target="_blank">日本語ページ(ピックアップして翻訳した記事)</a></span></span></div><div class="MsoNormal"><span style="font-family: helvetica;"><span>★★★★★★★★★★★★★★★★★★★★</span></span></div><p class="MsoNormal"><span style="font-family: helvetica;"><br /><span><span style="mso-fareast-font-family: "Meiryo UI";"><b>著者</b></span></span></span></p><p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">
</span></p><br /><p class="MsoNormal"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEjYzcXw8XmIGbaCxS-bF9t7NDWOK7xaLQBoHdSX-P_uHgCch6f6tsFXDg2oDx7GHB_icEPf8DGFngp46qLbNi6PVgLSHQNClXKn3lJsoziLYAH9dHNNLkNBNgjtULXcPDE4zXhWSfHKsp7DrxnPze2IHjxsLNw5WD6UOukXsidseMxeGEeRHNCoAl_8=s140" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="140" data-original-width="100" height="320" src="https://blogger.googleusercontent.com/img/a/AVvXsEjYzcXw8XmIGbaCxS-bF9t7NDWOK7xaLQBoHdSX-P_uHgCch6f6tsFXDg2oDx7GHB_icEPf8DGFngp46qLbNi6PVgLSHQNClXKn3lJsoziLYAH9dHNNLkNBNgjtULXcPDE4zXhWSfHKsp7DrxnPze2IHjxsLNw5WD6UOukXsidseMxeGEeRHNCoAl_8=w229-h320" width="229" /></a></div><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><b>ポール・ゴラータ</b></span><p></p><p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">2011<span lang="ZH-HK">年マウザー・エレクトロニクスに入社。シニアテクノロジースペシャリストとして、戦略的リーダーシップ、計画の実行、全体的な製品ライン、高度技術製品に関するマーケティング指導などを通じてマウザーの実績に貢献している。また設計技師に電気工学の最新情報やトレンドを伝えるため、ユニークかつ貴重な技術コンテンツを配信し、マウザー・エレクトロニクスの理想的な企業としての地位強化にも貢献している。</span></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">マウザー・エレクトロニクス以前は、</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Hughes Aircraft Company<span lang="ZH-HK">、</span>Melles Griot<span lang="ZH-HK">、</span>Piper Jaffray<span lang="ZH-HK">、</span>Balzers Optics<span lang="ZH-HK">、</span>JDSU<span lang="ZH-HK">、及び</span>Arrow Electronics<span lang="ZH-HK">に勤務。製造、マーケティング、及び営業関連に従事した。</span>DeVry Institute of Technology<span lang="ZH-HK">(イリノイ州シカゴ)にて</span>BSEET<span lang="ZH-HK">(電気工学技術の理学士号)、</span>Pepperdine
University<span lang="ZH-HK">(カリフォルニア州マリブ)にて</span>MBA<span lang="ZH-HK">(経営学修士号)、</span>Southwestern
Baptist Theological Seminary<span lang="ZH-HK">(テキサス州フォートワース)にて</span>MDiv w/BL<span lang="ZH-HK">(神学及び聖書文学修士号)及び</span>PhD<span lang="ZH-HK">(博士号)を取得。</span></span></p>
<br />Mouser Japanhttp://www.blogger.com/profile/17823163461486682307noreply@blogger.com0tag:blogger.com,1999:blog-5786635332508926329.post-30144834874730235312021-09-22T17:33:00.007+09:002021-09-22T17:39:17.823+09:00複雑なMLも簡単に実装-Google TensorFlow Lite<p><span style="font-family: helvetica;"> </span></p><div class="separator" style="clear: both; text-align: center;"><span style="font-family: helvetica;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhdANOrfCeR-QqxjEBO0ia5OOvAX6sAz7YIPBrdTmREgWGOu4_HgyiWmW3Yp3tLcaEpUb-cSgobgT0WwLMLeldQHqxvHW1II3hx3etbbEjFKUGVrQDIoxyDyJYXSJVy8T3-LUh7RMJHqrs/s1442/tensorflow_Sep2021.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="727" data-original-width="1442" height="323" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhdANOrfCeR-QqxjEBO0ia5OOvAX6sAz7YIPBrdTmREgWGOu4_HgyiWmW3Yp3tLcaEpUb-cSgobgT0WwLMLeldQHqxvHW1II3hx3etbbEjFKUGVrQDIoxyDyJYXSJVy8T3-LUh7RMJHqrs/w640-h323/tensorflow_Sep2021.png" width="640" /></a></span></div><span style="font-family: helvetica;"><br /><!--[if !mso]>
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Name="endnote reference"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="endnote text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 5"/>
<w:LsdException Locked="false" Priority="10" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Signature"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="11" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="22" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Preformatted"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="39" Name="Table Grid"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" QFormat="true"
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<w:LsdException Locked="false" Priority="29" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" QFormat="true"
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<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 1"/>
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<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 1"/>
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<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 1"/>
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<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 2"/>
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<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 3"/>
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<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 3"/>
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<w:LsdException Locked="false" Priority="61" Name="Light List Accent 4"/>
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<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 5"/>
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<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 5"/>
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<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 6"/>
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<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 6"/>
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<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 6"/>
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<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" QFormat="true"
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<w:LsdException Locked="false" Priority="21" QFormat="true"
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<w:LsdException Locked="false" Priority="31" QFormat="true"
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<w:LsdException Locked="false" Priority="32" QFormat="true"
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<w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" SemiHidden="true"
UnhideWhenUsed="true" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
<w:LsdException Locked="false" Priority="41" Name="Plain Table 1"/>
<w:LsdException Locked="false" Priority="42" Name="Plain Table 2"/>
<w:LsdException Locked="false" Priority="43" Name="Plain Table 3"/>
<w:LsdException Locked="false" Priority="44" Name="Plain Table 4"/>
<w:LsdException Locked="false" Priority="45" Name="Plain Table 5"/>
<w:LsdException Locked="false" Priority="40" Name="Grid Table Light"/>
<w:LsdException Locked="false" Priority="46" Name="Grid Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="Grid Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="Grid Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
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<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 6"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 6"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 6"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 6"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 6"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="46" Name="List Table 1 Light"/>
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</span><div class="MsoNormal" style="text-align: left;"><p style="text-align: left;"><span style="font-family: helvetica;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">テクノロジーの進歩の歴史を振り返ってみると、別々に進化したテクノロジー同士がやがて一つに融合し、世界を一変させるという事例に</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">事欠きません</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">。原子力とジェットエンジンとの融合は、原子力空母を生み出し、</span><span style="mso-fareast-font-family: "MS Pゴシック"; mso-fareast-language: JA;">20</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">世紀の戦争</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">の様相を一変させました。コンピュータと無線通信技術との融合は、スマートフォンの誕生をもたらし、それによって、人とテクノロジーとのつながり方、さらには人と人とのつながり方までもが大きく変わりました。今、次に時代を変える技術融合として期待が高まっているのが、組み込み機器と</span><span style="mso-fareast-font-family: "MS Pゴシック";">AI</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">(人工知能)です。</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">ここでは</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">、この融合がどのよう</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">な進化を遂げている</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">のか</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">について</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">見ていきたいと思います。</span></span></p></div><span style="font-family: helvetica;">
</span><p class="MsoNormal"><span style="font-family: helvetica;"><span style="mso-fareast-font-family: "MS Pゴシック";"> </span></span></p><span style="font-family: helvetica;">
</span><h3 class="MsoNormal" style="text-align: left;"><span style="font-family: helvetica;"><b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">エッジコンピューティングの登場</span></b></span></h3><span style="font-family: helvetica;">
</span><p class="MsoNormal" style="text-align: left;"><span style="font-family: helvetica;"><span style="mso-fareast-font-family: "MS Pゴシック";">AI</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">という概念は、古くは古代ギリシャ時代の文献にも見られま</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">す</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">が、</span><span style="mso-fareast-font-family: "MS Pゴシック";">20</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">世紀前半になるまで、実際にテクノロジーとして本格的な</span><span style="mso-fareast-font-family: "MS Pゴシック";">AI</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">開発が行われることはありませんでした。基本的に</span><span style="mso-fareast-font-family: "MS Pゴシック";">AI</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">は、デジタル技術がまるで</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">人間</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">の脳のように、アナログ世界と効率的にやり取り</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">する</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">ことを可能にします。現実の世界で</span><span style="mso-fareast-font-family: "MS Pゴシック";">AI</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">を実用化するためには、自動運転車にように、多数の動的入力を処理しながら、電子機器と物理的世界とのやり取りがほぼ瞬時に行われる必要があります。幸い</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">にも</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">、組み込み電子システムは、機械学習アルゴリズムの開発とともに進化を遂げてきました。この</span><span style="mso-fareast-font-family: "MS Pゴシック";">2</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">つが出会ったことから、エッジコンピューティングという概念が生まれ</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">ました</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">。</span></span></p><p style="text-align: left;"><span style="font-family: helvetica;">
</span></p><p class="MsoNormal" style="text-align: left;"><span style="font-family: helvetica;"><span style="mso-fareast-font-family: "MS Pゴシック";"> </span></span></p><p style="text-align: left;"><span style="font-family: helvetica;">
</span></p><p class="MsoNormal" style="text-align: left;"><span style="font-family: helvetica;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">エッジコンピューティングは、これまでクラウド上の強力な処理能力をもつハードウェアでしか達成しえなかった処理能力を物理</span><span style="mso-fareast-font-family: "MS Pゴシック";">/</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">デジタル・インターフェイスのエッジにあるローカル機器にもたらします。さらに、マイクロコンピュータやセンサなど、低価格ながらも優れた組み込み部品の普及によって、規模と機能の両面において、自動化技術に革命を起こしています。</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";"> </span></span></p><p style="text-align: left;"><span style="font-family: helvetica;">
</span></p><p class="MsoNormal" style="text-align: left;"><span style="font-family: helvetica;"><span style="mso-fareast-font-family: "MS Pゴシック";"> <br /></span></span></p><span style="font-family: helvetica;">
</span><h3 class="MsoNormal" style="text-align: left;"><span style="font-family: helvetica;"><b><span style="mso-fareast-font-family: "MS Pゴシック";">TensorFlow
Lite</span></b><b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">:小さなハードウェア</span></b><b><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">に</span></b><b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">大きな機械学習アルゴリズム</span></b><b><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">を</span></b></span></h3><span style="font-family: helvetica;">
</span><span style="font-family: helvetica;">
</span><div class="MsoNormal" style="text-align: left;"><p style="text-align: left;"><span style="font-family: helvetica;"><span style="mso-fareast-font-family: "MS Pゴシック";">TensorFlow</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">は、複雑な数値計算アルゴリズムや機械学習</span><span lang="ZH-HK" style="mso-fareast-font-family: "MS Pゴシック";"> </span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">(</span><span style="mso-fareast-font-family: "MS Pゴシック";">ML</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">)をプロジェクトに簡単に導入するための、</span><span style="mso-fareast-font-family: "MS Pゴシック";">Google</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">によって開発されたオープンソースソフトウェアライブラリです(<b>図</b></span><b><span style="mso-fareast-font-family: "MS Pゴシック";">1</span></b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">)。</span><span style="mso-fareast-font-family: "MS Pゴシック";">Google</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">によると、このライブラリは、</span><span style="mso-fareast-font-family: "MS Pゴシック";">Python</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">(すべてのプラットフォームで</span><span style="mso-fareast-font-family: "MS Pゴシック";">Python 3.7</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">以降)と</span><span style="mso-fareast-font-family: "MS Pゴシック";">C</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">言語に対して安定したアプリケーションプログラミングインターフェイスを提供し、また、</span><span style="mso-fareast-font-family: "MS Pゴシック";"> C++</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">、</span><span style="mso-fareast-font-family: "MS Pゴシック";">Go</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">、</span><span style="mso-fareast-font-family: "MS Pゴシック";">Java</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">、</span><span style="mso-fareast-font-family: "MS Pゴシック";"> JavaScript</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">に対しては下位互換性を保証しない</span><span style="mso-fareast-font-family: "MS Pゴシック";">API</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">を提供しています。さらに、</span><span style="mso-fareast-font-family: "MS Pゴシック";">Apple</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">の</span><span style="mso-fareast-font-family: "MS Pゴシック";">Swift</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">言語にはアルファ版がリリースされています。</span></span></p></div><span style="font-family: helvetica;">
</span><p class="MsoNormal"><span style="font-family: helvetica;"><span style="mso-fareast-font-family: "MS Pゴシック";"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjWtEIAC_9xkXeRGvuk068FY_akcNar1omRQnTtNJ_qmLYR63YoywuxNd5X6HQ0Lbgk9f6cYLhu4-h5YkWvtw8FPo6Ww9JqnxX4iE8EMYTC7ByEpDlsnGVLztpoaH31l84KtQfE1yo1YPk/s835/tensorflow_Sep2021_2.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="424" data-original-width="835" height="324" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjWtEIAC_9xkXeRGvuk068FY_akcNar1omRQnTtNJ_qmLYR63YoywuxNd5X6HQ0Lbgk9f6cYLhu4-h5YkWvtw8FPo6Ww9JqnxX4iE8EMYTC7ByEpDlsnGVLztpoaH31l84KtQfE1yo1YPk/w640-h324/tensorflow_Sep2021_2.png" width="640" /></a></span><br /></span></p><span style="font-family: helvetica;">
</span><p class="MsoNormal"><span style="font-family: helvetica;"><span style="mso-fareast-font-family: "MS Pゴシック";">
</span></span></p><span style="font-family: helvetica;">
</span><p class="MsoNormal"><span style="font-family: helvetica;"><span style="font-size: x-small;"><b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-bidi-font-style: italic; mso-hansi-font-family: "Times New Roman";">図</span></b><b><span>1</span></b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-bidi-font-style: italic; mso-hansi-font-family: "Times New Roman";">:</span><span>Google</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-bidi-font-style: italic; mso-hansi-font-family: "Times New Roman";">の</span><span>TensorFlow
Lite for Microcontroller</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-bidi-font-style: italic; mso-hansi-font-family: "Times New Roman";">ウェブサイト</span><span lang="ZH-HK"> </span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-bidi-font-style: italic; mso-hansi-font-family: "Times New Roman";">(画像:</span><span>Google</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-bidi-font-style: italic; mso-hansi-font-family: "Times New Roman";">)</span></span></span></p><span style="font-family: helvetica;">
</span><p class="MsoNormal" style="text-align: left;"><span style="font-family: helvetica;"><span style="mso-fareast-font-family: "MS Pゴシック";">TensorFlow</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">は、ディープニューラルネットワーク(</span><span style="mso-fareast-font-family: "MS Pゴシック";">Deep Neural Network</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">:</span><span style="mso-fareast-font-family: "MS Pゴシック";">DNN</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">)の開発と活用</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">に向けて</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">、いわゆるエンドツーエンドの機械学習サポートを提供します。</span><span style="mso-fareast-font-family: "MS Pゴシック";">DNN</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">は、パターン認識や物体の検出と分類を得意とする</span><span style="mso-fareast-font-family: "MS Pゴシック";">ML</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">の実装の</span><span style="mso-fareast-font-family: "MS Pゴシック";">1</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">つです。</span><span style="mso-fareast-font-family: "MS Pゴシック";">TensorFlow</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">ライブラリは、学習と推論という機械学習プロセスの両フェーズをサポートします。学習フェーズでは、ディープニューラルネットワーク(</span><span style="mso-fareast-font-family: "MS Pゴシック";">DNN</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">)を訓練しますが、これにはサーバーグレードのハードウェアや</span><span style="mso-fareast-font-family: "MS Pゴシック";">GPU</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">(グラフィックスプロセッシングユニット)などによく見られるような大きな計算能力が必要です。最近では、学習をサポートするために特定用途向け集積回路</span><span style="mso-fareast-font-family: "MS Pゴシック";">TPU</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">(</span><span style="mso-fareast-font-family: "MS Pゴシック";">Tensor Processing Unit</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">)が開発されました。</span><span style="mso-fareast-font-family: "MS Pゴシック";">2</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">番目の推論フェーズでは、訓練された</span><span style="mso-fareast-font-family: "MS Pゴシック";">DNN</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">を実世界で</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">使用し</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">、新たな入力</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">について</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">、</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">学習した</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">モデル</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">に基づき</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">分析</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">を行い</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">、</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">それに基づき</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">推奨を行います。このフェーズは、組み込み製品の開発者にとって非常に興味深いものとなるはずです。</span></span></p><p style="text-align: left;"><span style="font-family: helvetica;">
</span></p><p class="MsoNormal" style="text-align: left;"><span style="font-family: helvetica;"><a href="https://www.tensorflow.org/lite/microcontrollers" target="_blank"><span style="mso-fareast-font-family: "MS Pゴシック";">TensorFlow
Lite for Microcontrollers</span></a><span style="mso-fareast-font-family: "MS Pゴシック";">
</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">(</span><span style="mso-fareast-font-family: "MS Pゴシック";">TensorFlow</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">ライブラリのサブセット)のリリースは、ほとんどの組み込みシステムアプリケーションでよく見られるメモリに制約のあるデバイス上で推論を実行することを特に目的としています。新しいネットワークを学習させることはできません。それにはやはりハイエンドのハードウェアが必要になります。</span></span></p><span style="font-family: helvetica;">
</span><p class="MsoNormal"><span style="font-family: helvetica;"><span style="mso-fareast-font-family: "MS Pゴシック";"> </span></span></p><div class="separator" style="clear: both; text-align: center;"><span style="font-family: helvetica;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhdOd7kGxfMcVW1Qw1Qy4B_mkaqK7X2yI6gh36x2GRf7Zw_98rA_jFAuNqD-rodpIfl4bcqOTlz5_xh3EpnXLCfPC_ki_hO99Gn2RAuIRL8HSS-fY2em1cCyaRVT8nBDq7uI3Tpt-UTlx8/s1492/tensorflow_Sep2021_3.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="496" data-original-width="1492" height="212" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhdOd7kGxfMcVW1Qw1Qy4B_mkaqK7X2yI6gh36x2GRf7Zw_98rA_jFAuNqD-rodpIfl4bcqOTlz5_xh3EpnXLCfPC_ki_hO99Gn2RAuIRL8HSS-fY2em1cCyaRVT8nBDq7uI3Tpt-UTlx8/w640-h212/tensorflow_Sep2021_3.png" width="640" /></a></span></div><span style="font-family: helvetica;"><br />
</span><h3 class="MsoNormal" style="text-align: left;"><span style="font-family: helvetica;"><b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">機械学習のユースケース</span></b></span></h3><span style="font-family: helvetica;">
</span><p class="MsoNormal" style="text-align: left;"><span style="font-family: helvetica;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">人工知能、ニューラルネットワーク、機械学習という言葉を聞くと、</span><span style="mso-fareast-font-family: "MS Pゴシック";">SF</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">か特別な専門用語を想像する人が多いと思います。では、これらの新しいテクノロジーは実際に何を意味するのでしょうか。</span></span></p><p style="text-align: left;"><span style="font-family: helvetica;">
</span><span style="font-family: helvetica;">
</span></p><p class="MsoNormal" style="text-align: left;"><span style="font-family: helvetica;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">組込みシステムで実行される</span><span style="mso-fareast-font-family: "MS Pゴシック";">AI</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">アルゴリズムの目的は、センサから収集された実世界のデータを、従来の手続き型またはオブジェクト指向のプログラミング手法では実現できなかった効率的な方法で処理することです。おそらく最も注目されている</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">ユースケース</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">は、従来の自動車から、車線逸脱警報や衝突防止などの自動運転支援機能を搭載した自動車、</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">さらには</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">人間による制御を必要としない完全自動運転を目指す自動車の進化</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">に見られます</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">。ただし、これ以外にもあまり目立たないところでディープラーニングがすでに多く活用されています。スマートフォン音声認識や</span><span style="mso-fareast-font-family: "MS Pゴシック";">Amazon</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">の</span><span style="mso-fareast-font-family: "MS Pゴシック";">Alexa</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">のような仮想アシスタントに</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">も</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">、ディープラーニングアルゴリズムが採用されています。そのほかにも、セキュリティアプリケーションの顔検出や、</span><span style="mso-fareast-font-family: "MS Pゴシック";">Zoom</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">のような遠隔会議システムでのグリーンスクリーンを使わない背景の置換など、さまざまな</span><span face=""MS Pゴシック"" lang="JA" style="mso-ascii-font-family: "Times New Roman"; mso-fareast-language: JA; mso-hansi-font-family: "Times New Roman";">ユースケース</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">があります。</span></span></p><span style="font-family: helvetica;">
</span><p class="MsoNormal"><span style="font-family: helvetica;"><span style="mso-fareast-font-family: "MS Pゴシック";"> </span><b style="mso-bidi-font-weight: normal;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiJgXvQeSJSxUEkxgxm8jagpC3M6bPXrAGUmuE_yopL_4PW-roEMWRnP5rXjRkaRdQxL9SV4uKmLnKtycpedxnAZYXEeerfoPRavfnSBWLbUmd5fXWnTxLmZ_UHu6GZ3XUJoglg9Z0bzg8/s821/tensorflow_Sep2021_4.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="506" data-original-width="821" height="394" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiJgXvQeSJSxUEkxgxm8jagpC3M6bPXrAGUmuE_yopL_4PW-roEMWRnP5rXjRkaRdQxL9SV4uKmLnKtycpedxnAZYXEeerfoPRavfnSBWLbUmd5fXWnTxLmZ_UHu6GZ3XUJoglg9Z0bzg8/w640-h394/tensorflow_Sep2021_4.png" width="640" /></a></b></span></p><span style="font-family: helvetica;">
</span><div class="MsoNormal" style="text-align: left;"><p style="text-align: left;"><span style="font-family: helvetica;"><span style="mso-fareast-font-family: "MS Pゴシック";">IoT</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">デバイスのように、機械学習アルゴリズムとインターネット接続の両方を活用するデバイスの大きな利点の1つは、簡単な無線ファームウェア更新で、時間の経過とともに製品が新しいモデルやより優れた学習モデルを統合できるという点です。つまり、新しいモデルとファームウェアがハードウェアの物理メモリと処理能力の範囲内である限り、製品は時間とともに賢くなり、その機能も製造時に提供されていたものに制限されることはありません。</span></span></p></div><span style="font-family: helvetica;">
</span><div class="separator" style="clear: both; text-align: center;"><span style="font-family: helvetica;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhQmzTcVgKPIiCYXnEm6wE48QDPCNRLuPH1bKinJzwNdVhIgAYe7qhiadq79BiZpT5CU42GfFfmx7BISYWsGL79MLFBKlxL1SdcMv5W7KzL7JdisdGCRetE_GQ20CCWLyvVAw6YEaZ4_q0/s846/tensorflow_Sep2021_5.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="365" data-original-width="846" height="277" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhQmzTcVgKPIiCYXnEm6wE48QDPCNRLuPH1bKinJzwNdVhIgAYe7qhiadq79BiZpT5CU42GfFfmx7BISYWsGL79MLFBKlxL1SdcMv5W7KzL7JdisdGCRetE_GQ20CCWLyvVAw6YEaZ4_q0/w640-h277/tensorflow_Sep2021_5.png" width="640" /></a></span></div><span style="font-family: helvetica;"><b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-bidi-font-style: italic; mso-hansi-font-family: "Times New Roman";"> </span></b></span><p class="MsoNormal"><span style="font-family: helvetica;"><span style="font-size: x-small;"><b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-bidi-font-style: italic; mso-hansi-font-family: "Times New Roman";">図</span></b><b><span>2</span></b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-bidi-font-style: italic; mso-hansi-font-family: "Times New Roman";">:</span><span>
TensorFlow</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-bidi-font-style: italic; mso-hansi-font-family: "Times New Roman";">モデルを、マイクロコントローラなどのメモリ制限のあるデバイスで使用できるバージョンに変換する。(画像:</span><span> NXP</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-bidi-font-style: italic; mso-hansi-font-family: "Times New Roman";">)</span></span></span></p><p class="MsoNormal"><span style="font-family: helvetica;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-bidi-font-style: italic; mso-hansi-font-family: "Times New Roman";"> </span></span></p><span style="font-family: helvetica;">
</span><h3 class="MsoNormal" style="text-align: left;"><span style="font-family: helvetica;"><b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">ワークフロー</span></b></span></h3><span style="font-family: helvetica;">
</span><div class="MsoNormal" style="text-align: left;"><p><span style="font-family: helvetica;"><span style="mso-fareast-font-family: "MS Pゴシック";">TensorFlow
Lite for Microcontrollers</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">に提供されているドキュメントによると、開発ワークフローは</span><span style="mso-fareast-font-family: "MS Pゴシック";">5</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">つの主要なステップに分けられます(<b>図</b></span><b><span style="mso-fareast-font-family: "MS Pゴシック";">2</span></b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">)。ステップは次のとおりです。</span></span></p></div><p style="text-align: left;"><span style="font-family: helvetica;">
</span><span style="font-family: helvetica;">
</span></p><ol start="1" style="margin-top: 0cm; text-align: left;" type="1"><li class="MsoNormal" style="mso-list: l3 level1 lfo1; tab-stops: list 36.0pt;"><p><span style="font-family: helvetica;"><b><span style="mso-fareast-font-family: "MS Pゴシック";">TensorFlow</span></b><b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">モデルを生成</span></b><b><span style="mso-fareast-font-family: "MS Pゴシック";">/</span></b><b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">取得する:</span></b><span lang="ZH-HK" style="mso-fareast-font-family: "MS Pゴシック";"> </span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">モデルは、変換後、ターゲットデバイスに収まるよう小さくする必要があり、サポートされている操作のみ使用が可能です。現在サポートされていない操作を使用したい場合は、カスタム実装を行うことができます。</span></span></p></li><li class="MsoNormal" style="mso-list: l3 level1 lfo1; tab-stops: list 36.0pt;"><p><span style="font-family: helvetica;"><b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">モデルを</span></b><b><span style="mso-fareast-font-family: "MS Pゴシック";">TensorFlow Lite FlatBuffer</span></b><b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">に変換する:</span></b><span style="mso-fareast-font-family: "MS Pゴシック";"> TensorFlow Lite</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">コンバータを使用して、モデルを標準の</span><span style="mso-fareast-font-family: "MS Pゴシック";">TensorFlow Lite</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">フォーマットに変換します。</span><span lang="ZH-HK" style="mso-fareast-font-family: "MS Pゴシック";"> </span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">量子化されたモデルを出力すると、サイズが小さく、実行効率が向上します。</span></span></p></li><li class="MsoNormal" style="mso-list: l3 level1 lfo1; tab-stops: list 36.0pt;"><p><span style="font-family: helvetica;"><b><span style="mso-fareast-font-family: "MS Pゴシック";">FlatBuffer</span></b><b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">を</span></b><b><span style="mso-fareast-font-family: "MS Pゴシック";">C</span></b><b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">バイト配列に変換する:</span></b><span lang="ZH-HK" style="mso-fareast-font-family: "MS Pゴシック";"> </span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">モデルは、単純な</span><span style="mso-fareast-font-family: "MS Pゴシック";">C</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">ファイルの形式で読み取り専用プログラム</span><span lang="ZH-HK" style="mso-fareast-font-family: "MS Pゴシック";"> </span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">メモリに格納します。標準ツールを使用すれば、</span><span style="mso-fareast-font-family: "MS Pゴシック";">FlatBuffer</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">を</span><span style="mso-fareast-font-family: "MS Pゴシック";">C</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">バイト配列に変換することができます。</span></span></p></li><li class="MsoNormal" style="mso-list: l3 level1 lfo1; tab-stops: list 36.0pt;"><p><span style="font-family: helvetica;"><b><span style="mso-fareast-font-family: "MS Pゴシック";">TensorFlow Lite for
Microcontrollers</span></b><b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">の</span></b><b><span style="mso-fareast-font-family: "MS Pゴシック";">C++ </span></b><b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">ライブラリを統合する:</span></b><span lang="ZH-HK" style="mso-fareast-font-family: "MS Pゴシック";"> </span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">データを収集し、</span><span style="mso-fareast-font-family: "MS Pゴシック";">C++</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">ライブラリを使用して推論を実行し、結果を処理できるようマイクロコントローラ・コードを記述します。</span></span></p></li><li class="MsoNormal" style="mso-list: l3 level1 lfo1; tab-stops: list 36.0pt;"><p><span style="font-family: helvetica;"><b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">デバイスにデプロイする:</span></b><span lang="ZH-HK" style="mso-fareast-font-family: "MS Pゴシック";"> </span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">プログラムをビルドし、デバイスにデプロイします。</span></span></p></li></ol><p style="text-align: left;"><span style="font-family: helvetica;">
</span></p><p class="MsoNormal" style="margin-left: 36pt; text-align: left;"><span style="font-family: helvetica;"><span style="mso-fareast-font-family: "MS Pゴシック";"> </span></span></p><p style="text-align: left;"><span style="font-family: helvetica;">
</span></p><p class="MsoNormal" style="text-align: left;"><span style="font-family: helvetica;"><span style="mso-fareast-font-family: "MS Pゴシック";">TensorFlow
Lite</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">ライブラリと互換性のある組み込みプラットフォームを選択する際に、開発者が注意すべき点は次のとおりです。</span></span></p><p style="text-align: left;"><span style="font-family: helvetica;">
</span></p><p class="MsoNormal" style="text-align: left;"><span style="font-family: helvetica;"><span style="mso-fareast-font-family: "MS Pゴシック";"> </span></span></p><p style="text-align: left;"><span style="font-family: helvetica;">
</span></p><ol start="1" style="margin-top: 0cm; text-align: left;" type="1"><li class="MsoNormal" style="mso-list: l2 level1 lfo2; tab-stops: list 36.0pt;"><p><span style="font-family: helvetica;"><span style="mso-fareast-font-family: "MS Pゴシック";">Arm Cortex-M</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">プロセッサや</span><span style="mso-fareast-font-family: "MS Pゴシック";">ESP32</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">ベースシステムなどの</span><span style="mso-fareast-font-family: "MS Pゴシック";">32</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">ビット・アーキテクチャに基づいています。</span></span></p></li><li class="MsoNormal" style="mso-list: l2 level1 lfo2; tab-stops: list 36.0pt;"><p><span style="font-family: helvetica;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">メモリサイズが数十キロバイトで測定されるシステムで実行可能です。</span></span></p></li><li class="MsoNormal" style="mso-list: l2 level1 lfo2; tab-stops: list 36.0pt;"><p><span style="font-family: helvetica;"><span style="mso-fareast-font-family: "MS Pゴシック";">TensorFlow Lite for
Microcontrollers</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">は</span><span style="mso-fareast-font-family: "MS Pゴシック";">C++ 11</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">で記述されています。</span></span></p></li><li class="MsoNormal" style="mso-list: l2 level1 lfo2; tab-stops: list 36.0pt;"><p><span style="font-family: helvetica;"><span style="mso-fareast-font-family: "MS Pゴシック";">TensorFlow Lite for
Microcontrollers</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">は、</span><span style="mso-fareast-font-family: "MS Pゴシック";">Arduino</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">ライブラリとして利用できます。また、フレームワークは、</span><span style="mso-fareast-font-family: "MS Pゴシック";">Mbed</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">などの開発環境のプロジェクトも生成できます。</span></span></p></li><li class="MsoNormal" style="mso-list: l2 level1 lfo2; tab-stops: list 36.0pt;"><p><span style="font-family: helvetica;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">オペレーティングシステムのサポート、動的メモリ割り当て、標準の</span><span style="mso-fareast-font-family: "MS Pゴシック";">C/C++</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">ライブラリは必要ありません。</span></span></p></li></ol><span style="font-family: helvetica;">
</span><span style="font-family: helvetica;">
</span><p class="MsoNormal"><span style="font-family: helvetica;"><b><span style="mso-fareast-font-family: "MS Pゴシック";"> </span></b></span></p><div class="separator" style="clear: both; text-align: center;"><span style="font-family: helvetica;"><b><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiKQsjIJTZAloN4TP5JnQisn1bf6LeggKVUTYZ2qGPRwCwQv8M-qRa9DIE7xlmG0kcm8-Qe4eeY6ANCe95GbM6LpSm1ZwZZCpNnuwRa8i1TzCQn-eou86hnvbZVduW2doHelTFDH8IMoyc/s1468/tensorflow_Sep2021_6.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="493" data-original-width="1468" height="214" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiKQsjIJTZAloN4TP5JnQisn1bf6LeggKVUTYZ2qGPRwCwQv8M-qRa9DIE7xlmG0kcm8-Qe4eeY6ANCe95GbM6LpSm1ZwZZCpNnuwRa8i1TzCQn-eou86hnvbZVduW2doHelTFDH8IMoyc/w640-h214/tensorflow_Sep2021_6.png" width="640" /></a></b></span></div><h3 class="MsoNormal" style="text-align: left;"><span style="font-family: helvetica;"><b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">次のステップ</span></b></span></h3><span style="font-family: helvetica;">
</span><p class="MsoNormal" style="text-align: left;"><span style="font-family: helvetica;"><span style="mso-fareast-font-family: "MS Pゴシック";">Google</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">では組み込みプラットフォームで実行できるサンプルとして、</span><span lang="ZH-HK" style="mso-fareast-font-family: "MS Pゴシック";"> </span><a href="https://www.tensorflow.org/lite/microcontrollers/get_started" target="_blank"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">事前に訓練された</span><span style="mso-fareast-font-family: "MS Pゴシック";">4</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">つのモデル</span></a><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">を提供しています。これらのモデルはわずかな変更を加えるだけで、さまざまな開発ボードで使用することができます。サンプルは次のとおりです。</span></span></p><p style="text-align: left;"><span style="font-family: helvetica;">
</span><span style="font-family: helvetica;">
</span></p><ul style="margin-top: 0cm; text-align: left;" type="disc"><li class="MsoNormal" style="mso-list: l0 level1 lfo3; tab-stops: list 36.0pt;"><p><span style="font-family: helvetica;"><b><span style="mso-fareast-font-family: "MS Pゴシック";">Hello World:</span></b><span style="mso-fareast-font-family: "MS Pゴシック";"> TensorFlow Lite for
Microcontrollers</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">の基本的な使い方を実演します。</span></span></p></li><li class="MsoNormal" style="mso-list: l0 level1 lfo3; tab-stops: list 36.0pt;"><p><span style="font-family: helvetica;"><b><span style="mso-fareast-font-family: "MS Pゴシック";">Micro-Speech:</span></b><span style="mso-fareast-font-family: "MS Pゴシック";"> </span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">マイクロフォンで音声を取り込み、</span><span style="mso-fareast-font-family: "MS Pゴシック";">"yes"</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">と</span><span style="mso-fareast-font-family: "MS Pゴシック";">"no"</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">という単語を検出します。</span></span></p></li><li class="MsoNormal" style="mso-list: l0 level1 lfo3; tab-stops: list 36.0pt;"><p><span style="font-family: helvetica;"><b><span style="mso-fareast-font-family: "MS Pゴシック";">Person Deflection:</span></b><span style="mso-fareast-font-family: "MS Pゴシック";"> </span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">イメージセンサでカメラデータを取り込み、人の在</span><span style="mso-fareast-font-family: "MS Pゴシック";">/</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">不在を検出します。</span></span></p></li><li class="MsoNormal" style="mso-list: l0 level1 lfo3; tab-stops: list 36.0pt;"><p><span style="font-family: helvetica;"><b><span style="mso-fareast-font-family: "MS Pゴシック";">Magic Wand:</span></b><span style="mso-fareast-font-family: "MS Pゴシック";"> </span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">加速度データを取り込み、</span><span style="mso-fareast-font-family: "MS Pゴシック";">3</span><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">つの異なるジェスチャーに分類します。</span></span></p></li></ul><p style="text-align: left;"><span style="font-family: helvetica;">
</span></p><p class="MsoNormal" style="text-align: left;"><span style="font-family: helvetica;"><span style="mso-fareast-font-family: "MS Pゴシック";"><br /></span></span></p><p style="text-align: left;"><span style="font-family: helvetica;">
</span></p><div class="MsoNormal" style="text-align: left;"><p><span style="font-family: helvetica;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">これから数ヶ月にわたり、これらのモデルを次のさまざまなマイクロコントローラプラットフォーム(<b>図</b></span><b><span style="mso-fareast-font-family: "MS Pゴシック";">3</span></b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">)上で実行させる方法について、順を追って説明していきたいと思います。</span></span></p></div><div class="MsoNormal" style="text-align: left;"><p><span style="font-family: helvetica;"><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";"> </span></span></p></div><p style="text-align: left;"><span style="font-family: helvetica;">
</span></p><ul style="margin-top: 0cm; text-align: left;" type="disc"><li class="MsoNormal" style="mso-list: l1 level1 lfo4; tab-stops: list 36.0pt;"><p><span style="font-family: helvetica;"><a href="https://www.mouser.jp/applications/tensorflow-ai-magic-nxp/" target="_blank"><b><span style="mso-fareast-font-family: "MS Pゴシック";">NXP
i.MX RT1060 EVK 771-MIMXRT1060-EVK</span></b></a></span></p></li><li class="MsoNormal" style="mso-list: l1 level1 lfo4; tab-stops: list 36.0pt;"><p><span style="font-family: helvetica;"><a href="https://www.mouser.com/applications/voice-assistant-tensorflow-lite/" target="_blank"><b><span style="mso-fareast-font-family: "MS Pゴシック";">Infineon
XMC 4700 Relax 726-KITXMC47RELAXV1</span></b></a></span></p></li><li class="MsoNormal" style="mso-list: l1 level1 lfo4; tab-stops: list 36.0pt;"><p><span style="font-family: helvetica;"><b><span style="mso-fareast-font-family: "MS Pゴシック";">SiLabs SLSTK3701A EFM32 GG11</span></b><b><span face=""MS Pゴシック"" lang="ZH-HK" style="mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">スターターキット</span></b><b><span style="mso-fareast-font-family: "MS Pゴシック";"> 634-SLSTK3701A</span></b></span></p></li><li class="MsoNormal" style="mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><p><span style="font-family: helvetica;"><span><a href="https://www.mouser.jp/applications/ai-edge-microchip-sam-e54-xplained-pro/" target="_blank"><b>Microchip SAM E54 Xplained Pro 556-ATSAME54XPRO</b></a></span></span></p></li></ul><p style="text-align: left;"><span style="font-family: helvetica;"><b><span style="mso-fareast-font-family: "MS Pゴシック";"><span style="mso-fareast-font-family: "MS Pゴシック";"><!--[if gte mso 9]><xml>
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<![endif]--></span></span></b> </span></p><div class="separator" style="clear: both; text-align: center;"><span style="font-family: helvetica;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgPkRkq7L3DVUTgX6t1GEezT8pw8AK08cQ5tV1qTwag_pmjZaCwBKyoQc-tEshAR55al1D42-_iwDIlnZDOkA6F7-7znZ_PV-pGC1G6sLQetfdu56lSj1OubfHsh12Y5CWjBY3FQUBd6ps/s589/tensorflow_Sep2021_last.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="488" data-original-width="589" height="530" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgPkRkq7L3DVUTgX6t1GEezT8pw8AK08cQ5tV1qTwag_pmjZaCwBKyoQc-tEshAR55al1D42-_iwDIlnZDOkA6F7-7znZ_PV-pGC1G6sLQetfdu56lSj1OubfHsh12Y5CWjBY3FQUBd6ps/w640-h530/tensorflow_Sep2021_last.png" width="640" /></a></span></div><span style="font-family: helvetica;"><br /></span><p>
</p><p class="MsoNormal"><span style="font-family: helvetica;"><span style="font-size: x-small;"><b><span lang="ZH-HK" style="mso-bidi-font-style: italic;">図</span></b><b><span style="mso-bidi-font-style: italic;">3</span></b><span lang="ZH-HK" style="mso-bidi-font-style: italic;">: 本プロジェクトシリーズで使用する開発ボード:</span><span style="mso-bidi-font-style: italic;"><span> </span><span lang="ZH-HK">(左上から時計回りに)</span> NXP i.MX
RT1060<span lang="ZH-HK">、</span>Infineon XMC 4700 Relax<span lang="ZH-HK">、</span>SiLabs
SLSTK3701A EFM32 GG11 <span lang="ZH-HK">スターターキット、</span>Microchip SAM E54
Xplained Pro<span lang="ZH-HK">。(画像:マウザー)</span></span></span></span></p><p class="MsoNormal"><span style="font-family: helvetica;"><span style="mso-bidi-font-style: italic;"><span lang="ZH-HK"> </span></span></span></p><div class="MsoNormal"><span style="font-family: helvetica;"><span>★★★★★★★★★★★★★★★★★★★★
</span></span></div><div class="MsoNormal"><div class="MsoNormal"><span style="font-family: helvetica;"><span>
Mouserブログをもっと読む</span></span></div><div class="MsoNormal"><span style="font-family: helvetica;"><span> ➡ <a href="https://www.mouser.com/blog?utm_source=jp-blog&utm_medium=social" target="_blank">Mouserサイト・英語(あらゆる種類・最新トピックの記事)</a></span></span></div><span style="font-family: helvetica;"><span> ➡ <a href="https://mouserjapan.blogspot.com/" target="_blank">日本語ページ(ピックアップして翻訳した記事)</a></span></span></div><div class="MsoNormal"><span style="font-family: helvetica;"><span>★★★★★★★★★★★★★★★★★★★★</span></span></div><p class="MsoNormal"><span style="font-family: helvetica;"><br /><span><span style="mso-fareast-font-family: "Meiryo UI";"><b>著者</b></span></span></span></p><p class="MsoNormal"><span style="font-family: helvetica;"><span style="mso-bidi-font-style: italic;"><span lang="ZH-HK"> </span></span></span></p><div class="separator" style="clear: both; text-align: center;"><span style="font-family: helvetica;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgimOaXYlW0cU7qjO7_CCPoRMa9zCRALZIEGtMbqc0elqRpi6YmhKRIWQw02ZODDw5Thfx5XfUaJl9JRitnEBDDbHD8UZ4FzNmyEEYBJWdWnTF5ZcxY4AKplvbR2ApoLZJGh0Ft21BqUvA/s140/mikelparks.png" style="clear: left; float: left; margin-bottom: 1em; margin-left: 1em;"><img border="0" data-original-height="140" data-original-width="100" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgimOaXYlW0cU7qjO7_CCPoRMa9zCRALZIEGtMbqc0elqRpi6YmhKRIWQw02ZODDw5Thfx5XfUaJl9JRitnEBDDbHD8UZ4FzNmyEEYBJWdWnTF5ZcxY4AKplvbR2ApoLZJGh0Ft21BqUvA/w229-h320/mikelparks.png" width="229" /></a></span></div><span style="font-family: helvetica;"><br /><span lang="ZH-HK" style="mso-bidi-font-style: italic;"><span lang="ZH-HK"><!--[if gte mso 9]><xml>
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Block Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Hyperlink"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="FollowedHyperlink"/>
<w:LsdException Locked="false" Priority="22" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Document Map"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Plain Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="E-mail Signature"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Top of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Bottom of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal (Web)"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Acronym"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Address"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Cite"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Code"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Definition"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Keyboard"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Preformatted"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Sample"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Typewriter"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Variable"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal Table"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="annotation subject"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="No List"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Contemporary"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Elegant"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Professional"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Balloon Text"/>
<w:LsdException Locked="false" Priority="39" Name="Table Grid"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Theme"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" QFormat="true"
Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" QFormat="true"
Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" QFormat="true"
Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" QFormat="true"
Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" QFormat="true"
Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" QFormat="true"
Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" SemiHidden="true"
UnhideWhenUsed="true" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
<w:LsdException Locked="false" Priority="41" Name="Plain Table 1"/>
<w:LsdException Locked="false" Priority="42" Name="Plain Table 2"/>
<w:LsdException Locked="false" Priority="43" Name="Plain Table 3"/>
<w:LsdException Locked="false" Priority="44" Name="Plain Table 4"/>
<w:LsdException Locked="false" Priority="45" Name="Plain Table 5"/>
<w:LsdException Locked="false" Priority="40" Name="Grid Table Light"/>
<w:LsdException Locked="false" Priority="46" Name="Grid Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="Grid Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="Grid Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 6"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 6"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 6"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 6"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 6"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="46" Name="List Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="List Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="List Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 6"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 6"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 6"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 6"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 6"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="52"
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<![endif]--></span><b>マイケル・パークス</b></span></span><p class="MsoNormal"><span style="font-family: helvetica;"><span lang="ZH-HK" style="mso-bidi-font-style: italic;"> </span></span></p><p class="MsoNormal"><span style="font-family: helvetica;"><span lang="ZH-HK" style="mso-bidi-font-style: italic;">マウザー・エレクトロニクスの寄稿ライター。カスタム電子機器設計スタジオ・技術コンサルタント会社</span><span style="mso-bidi-font-style: italic;">Green Shoe Garage<span lang="ZH-HK">(米国メリーランド州)の経営者でもある。科学的・技術的トピックに対する社会の意識向上に向けて</span>S.T.E.A.M.
Power Podcast<span lang="ZH-HK">を制作。メリーランド州プロフェッショナルエンジニア(</span>P.E.<span lang="ZH-HK">)資格を取得、ジョンズ・ホプキンス大学にてシステム工学で修士号を取得。</span></span></span></p><span style="font-family: helvetica;">
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</div>Mouser Japanhttp://www.blogger.com/profile/17823163461486682307noreply@blogger.com0tag:blogger.com,1999:blog-5786635332508926329.post-65019208567887622392021-09-10T15:46:00.003+09:002021-09-10T15:46:22.418+09:00AI・MLに分散アナリティクスが最適な理由とは<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; vertical-align: baseline;"> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiHtKNnqp5ej1qBmSN_KFCb19i00fz2478g13nPW8-8ARQ4JdDRaof8xCluBds98EUsHFyTOP4UHyYJrf9m6hzWO3jabOThmQIrFivp3Z7HROTxlsHOIMW7sVlVoZ3sHfWzU7rYYEQJtW0/s1000/Byers_Distributed+Analytics_Theme+Image.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="485" data-original-width="1000" height="310" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiHtKNnqp5ej1qBmSN_KFCb19i00fz2478g13nPW8-8ARQ4JdDRaof8xCluBds98EUsHFyTOP4UHyYJrf9m6hzWO3jabOThmQIrFivp3Z7HROTxlsHOIMW7sVlVoZ3sHfWzU7rYYEQJtW0/w640-h310/Byers_Distributed+Analytics_Theme+Image.jpg" width="640" /></a></div><!--[if gte mso 9]><xml>
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Name="Body Text First Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text First Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Note Heading"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Block Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Hyperlink"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="FollowedHyperlink"/>
<w:LsdException Locked="false" Priority="22" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Document Map"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Plain Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="E-mail Signature"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Top of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Bottom of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal (Web)"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Acronym"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Address"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Cite"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Code"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Definition"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Keyboard"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Preformatted"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Sample"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Typewriter"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Variable"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal Table"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="annotation subject"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="No List"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Contemporary"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Elegant"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Professional"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Balloon Text"/>
<w:LsdException Locked="false" Priority="39" Name="Table Grid"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Theme"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" QFormat="true"
Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" QFormat="true"
Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" QFormat="true"
Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" QFormat="true"
Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" QFormat="true"
Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" QFormat="true"
Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" SemiHidden="true"
UnhideWhenUsed="true" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
<w:LsdException Locked="false" Priority="41" Name="Plain Table 1"/>
<w:LsdException Locked="false" Priority="42" Name="Plain Table 2"/>
<w:LsdException Locked="false" Priority="43" Name="Plain Table 3"/>
<w:LsdException Locked="false" Priority="44" Name="Plain Table 4"/>
<w:LsdException Locked="false" Priority="45" Name="Plain Table 5"/>
<w:LsdException Locked="false" Priority="40" Name="Grid Table Light"/>
<w:LsdException Locked="false" Priority="46" Name="Grid Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="Grid Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="Grid Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 6"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 6"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 6"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 6"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 6"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="46" Name="List Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="List Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="List Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
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<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">「アナリティクス」、または「解析」とは、データに潜む関係性を発見し、解釈し、より有意な情報を引き出すことを意味する一般用語です。アナリティクスのアルゴリズムには、データの削減や、センサ測定値の平均化のような単純なものから、高度な人工知能(</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">AI</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">)や機械学習(</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">ML</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">)システムのような複雑なものまで幅広くあります。今日、柔軟性とコスト効率が最も優れていることから、アナリティクスは一般的にクラウドで行われています。しかし、将来的には、レイテンシ、ネットワーク帯域、セキュリティ、信頼性の向上に向けて、アナリティクスがクラウドだけでなく、エッジコンピューティングやエンドポイントデバイスにまで分散されてゆくことが予測されます。ここでは、従来のクラウドの枠を超えてアナリティクスを分散させるアーキテクチャとそのトレードオフについて解説します。</span></p><p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;"> </span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; margin-bottom: 6.75pt; margin-left: 0cm; margin-right: 0cm; margin-top: 13.5pt; mso-outline-level: 2; vertical-align: baseline;"><b><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 13.5pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">分散アナリティクスの利点とは?</span></b><b><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 13.5pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;"></span></b></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">単純なアナリティクスでは、データの削減、関連付け、平均化が行われ、その結果得られる出力データストリームは入力データよりもはるかに小さくなります。大きなビルの水道供給システムを例に考えてみましょう。ポンプを最適化し、</span><span lang="JA" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">水の使用</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">量を監視するには、システムのさまざまなポイントでの圧力や流量を把握することが重要です。そのためには、配水管の周りに多くの圧力センサと流量センサを配置しなければなりません。ソフトウェアは定期的にセンサを確認して、ポンプの設定を調整し、ビル管理者に</span><span lang="JA" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">使用</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">量のレポートを作成します。しかし、センサからの生の測定値は、例えば、トイレの水洗時に生じる一時的な水圧の低下のように、誤解を招くデータである可能性があります。そこでアナリティクス・アルゴリズムが、センサの長期間にわたる測定値を平均化し、複数のセンサからの測定値を統合し、関連付けることによって、配水管の状態についてより正確で有用な情報が把握できます。これらの測定値をすべてクラウドに送ってアナリティクスを行うこともできますが、むしろセンサ自身が平均化を行い、ローカルのエッジコンピュータが関連付けやレポーティングを行ったほうが、はるかに効率的なアーキテクチャになります。これが分散アナリティクスと呼ばれるもので、これにより、多くの解析システムの効率性、精度、コスト効率を向上させることができます。</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">人工知能(</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">AI</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">)や機械学習(</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">ML</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">)の技術が使用されている場合、アナリティクスは</span><span lang="JA" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">もっと</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">複雑になります。</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">AI/ML</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">は通常、次の</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-fareast-language: JA; mso-hansi-theme-font: minor-latin;">2</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">つのフェーズで行われます。</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;"></span></p>
<ul style="text-align: left;"><li><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">大量のデータを抽出して</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">AI/ML</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">システムのモデルを作成するモデル構築フェーズ</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;"></span></li><li><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">システム内のデータにそのモデルを適用し、リアルタイムで結果を生成する推論フェーズ</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;"></span></li></ul>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-left: 13.5pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;"> </span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">今日のシステムでは、</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">AI/ML</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">モデルはほとんど大型のサーバーファームかクラウドで構築され、その多くがオフラインプロセスで行われます。</span><span lang="JA" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">そして、</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">AI/ML</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">モデルが構築されると、圧縮されて別のシステムに送られ、そのシステムでライブデータを使ってモデルの推論フェーズを実行し、結果を出力します。推論フェーズは</span><span lang="JA" style="color: red; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">、</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">クラウド上で実行できますが、最近ではレイテンシ、ネットワーク帯域、信頼性、セキュリティを向上させるためにエッジに移行してきています。各フェーズ</span><span lang="JA" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">で</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">使用するコンピューティングリソースのレベルを決定する際には、トレードオフについて</span><span lang="JA" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">十分</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">検討する</span><span lang="JA" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">必要があります</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">。</span></p><p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;"> </span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; margin-bottom: 6.75pt; margin-left: 0cm; margin-right: 0cm; margin-top: 13.5pt; mso-outline-level: 3; vertical-align: baseline;"><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">AI/ML</span><b><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">の推論フェーズ</span></b><b><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;"></span></b></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">AI/ML</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">の推論フェーズは、複数のピアレベルのプロセッサ間や異なる処理階層に分散させることが比較的簡単です。モデルが事前に計算されていれば、</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">AI/ML</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">アルゴリズムが処理するデータは複数のプロセッサに分割し、並行処理できます。作業負荷を複数のピアレベルのプロセッサに分散させることにより、作業負荷が増えてもコンピューティングリソースをさらに投入できるため、容量、パフォーマンス、スケールにおいて利点があります。また、1つのプロセッサが障害を起こしても、別のプロセッサが作業を完了させることができるので、システムの信頼性も向上します。推論も複数の階層レベルに分散させることができ、アルゴリズムの各部分をプロセッサの異なるレベルで実行することも可能です。これにより、</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">AI/ML</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">アルゴリズムは論理的に分割され、階層の各レベルはアルゴリズムの最も効率的なサブセットを実行することが可能になります。例えば、ビデオアナリティックス</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">AI/ML</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">システムでは、ビデオカメラに搭載されたインテリジェンスが適応コントラスト増強処理を行い、そのデータをエッジコンピュータに渡して特徴抽出を行います。さらにそれを近くのデータセンターに送ってオブジェクト認識を行い、最終的に、クラウドが脅威の検出やヒートマップの生成などの高次元な機能を実行するのです。これは極めて効率的なパーティショニングであると言えます。</span></p><p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;"> </span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; margin-bottom: 6.75pt; margin-left: 0cm; margin-right: 0cm; margin-top: 13.5pt; mso-outline-level: 3; vertical-align: baseline;"><b><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">AI/ML</span></b><b><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">アルゴリズムの学習フェーズ</span></b><b><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;"></span></b></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">それに対して、</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">AI/ML</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">アルゴリズムの学習フェーズは、分散が難しくなります。問題はコンテキストの大きさです。モデルを作成するために、</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">AI/ML</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">システムは大量の学習データを取得し、それをさまざまな学習フェーズアルゴリズムで解析して、推論フェーズで比較的</span><span lang="JA" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: JA; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">簡単に実行できる</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">モデルを生成します。あるコンピュートノードで学習データの一部しか利用できない場合、アルゴリズムはモデルの一般化が困難になります。そのため、ほとんどの場合、学習はメモリやストレージに事実上制限のないクラウド上で行われます。ただし、シナリオによっては、学習アルゴリズムを複数のピアレベルのコンピュートノード、またはクラウドからエッジまでの各階層に分散させなければならない場合もあります。特に、エッジで学習を行えば、近くのセンサから多くの学習データを収集し、クラウドを使わずにそれを処理する学習プロセスが可能になるため、レイテンシ、信頼性、セキュリティ、ネットワーク帯域が向上します。このような課題に対応できるよう、高度な分散型学習アルゴリズムが現在開発中です。</span></p><p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;"> </span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; margin-bottom: 6.75pt; margin-left: 0cm; margin-right: 0cm; margin-top: 13.5pt; mso-outline-level: 2; vertical-align: baseline;"><b><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 13.5pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">まとめ</span></b><b><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 13.5pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;"></span></b></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">人工知能と機械学習は、今後、ほぼすべての電子システムに欠かせない機能になります。システムの推論・学習機能をコンピューティングリソースの各階層にどのように分散すればいいのかを把握することが、今後の成功の鍵になりそうです。</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;"> </span></p>
<i><span lang="ZH-HK" style="border: none windowtext 1.0pt; color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ansi-language: EN-US; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-language: AR-SA; mso-bidi-theme-font: minor-latin; mso-border-alt: none windowtext 0cm; mso-fareast-language: ZH-HK; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin; padding: 0cm;">チャールズ・</span><span lang="ZH-HK" style="border: none windowtext 1.0pt; color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ansi-language: EN-US; mso-ascii-theme-font: minor-latin; mso-bidi-language: AR-SA; mso-bidi-theme-font: minor-latin; mso-border-alt: none windowtext 0cm; mso-fareast-font-family: "MS Pゴシック"; mso-fareast-language: ZH-HK; mso-hansi-theme-font: minor-latin; padding: 0cm;"> </span><span lang="ZH-HK" style="border: none windowtext 1.0pt; color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ansi-language: EN-US; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-language: AR-SA; mso-bidi-theme-font: minor-latin; mso-border-alt: none windowtext 0cm; mso-fareast-language: ZH-HK; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin; padding: 0cm;">バイヤーズ氏によるこのブログ記事は、</span><span style="border: none windowtext 1.0pt; color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ansi-language: EN-US; mso-ascii-theme-font: minor-latin; mso-bidi-language: AR-SA; mso-bidi-theme-font: minor-latin; mso-border-alt: none windowtext 0cm; mso-fareast-font-family: "MS Pゴシック"; mso-fareast-language: ZH-HK; mso-hansi-theme-font: minor-latin; padding: 0cm;">2020</span><span lang="ZH-HK" style="border: none windowtext 1.0pt; color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ansi-language: EN-US; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-language: AR-SA; mso-bidi-theme-font: minor-latin; mso-border-alt: none windowtext 0cm; mso-fareast-language: ZH-HK; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin; padding: 0cm;">年に公開され、</span><span style="border: none windowtext 1.0pt; color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ansi-language: EN-US; mso-ascii-theme-font: minor-latin; mso-bidi-language: AR-SA; mso-bidi-theme-font: minor-latin; mso-border-alt: none windowtext 0cm; mso-fareast-font-family: "MS Pゴシック"; mso-fareast-language: ZH-HK; mso-hansi-theme-font: minor-latin; padding: 0cm;"> 2021</span><span lang="ZH-HK" style="border: none windowtext 1.0pt; color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ansi-language: EN-US; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-language: AR-SA; mso-bidi-theme-font: minor-latin; mso-border-alt: none windowtext 0cm; mso-fareast-language: ZH-HK; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin; padding: 0cm;">年6月にマウザーによって更新されました。</span></i><i><span lang="ZH-HK" style="border: none windowtext 1.0pt; color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: "Times New Roman"; mso-border-alt: none windowtext 0cm; mso-hansi-font-family: "Times New Roman"; padding: 0cm;"></span></i><i style="mso-bidi-font-style: normal;"><span style="color: #333333; font-size: 12.0pt; mso-fareast-font-family: "MS Pゴシック";"></span></i>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; vertical-align: baseline;"><span style="color: #333333; font-size: 12.0pt; mso-fareast-font-family: "MS Pゴシック";"></span></p><p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; vertical-align: baseline;"><br style="mso-special-character: line-break;" /></p><div class="MsoNormal"><span style="font-family: helvetica;">★★★★★★★★★★★★★★★★★★★★
</span></div><div class="MsoNormal"><div class="MsoNormal"><span style="font-family: helvetica;">
Mouserブログをもっと読む</span></div><div class="MsoNormal"><span style="font-family: helvetica;"> ➡ <a href="https://www.mouser.com/blog?utm_source=jp-blog&utm_medium=social" target="_blank">Mouserサイト・英語(あらゆる種類・最新トピックの記事)</a></span></div><span style="font-family: helvetica;"> ➡ <a href="https://mouserjapan.blogspot.com/" target="_blank">日本語ページ(ピックアップして翻訳した記事)</a></span></div><div class="MsoNormal"><span style="font-family: helvetica;">★★★★★★★★★★★★★★★★★★★★</span></div><p class="MsoNormal"><br /><span style="font-family: helvetica;"><span style="font-family: helvetica; mso-fareast-font-family: "Meiryo UI";"><b>著者</b></span></span></p><p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj9Bkt5SbBsj9h3B-wykib45i9gqA7WDKMBJXZre6ePqHwyo3L88xZmiai3jGmSPRd5ic8sQQKQnJtOnCe7UlFX3v_j7bmsnKkGck25Y4sAp7j1v9hGvV_S7Y4tgc-nT1FgMqKpFSJVHhY/s2048/Chuck+Byers+photo_1.JPG" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="2048" data-original-width="1536" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj9Bkt5SbBsj9h3B-wykib45i9gqA7WDKMBJXZre6ePqHwyo3L88xZmiai3jGmSPRd5ic8sQQKQnJtOnCe7UlFX3v_j7bmsnKkGck25Y4sAp7j1v9hGvV_S7Y4tgc-nT1FgMqKpFSJVHhY/s320/Chuck+Byers+photo_1.JPG" width="240" /></a></div><p></p><p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; vertical-align: baseline;"><span style="color: #333333; font-size: 12.0pt; mso-fareast-font-family: "MS Pゴシック";">
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<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><b><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";">チャールズ・</span><span style="color: #333333; font-size: 12.0pt; mso-fareast-font-family: "MS Pゴシック";">C</span></b><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: "Times New Roman"; mso-hansi-font-family: "Times New Roman";"><b>・バイヤーズ</b></span></p><p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-size: 12.0pt; mso-fareast-font-family: "MS Pゴシック"; mso-fareast-language: JA;"></span><!--[if gte mso 9]><xml>
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</p><p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;"> </span></p><p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">チャールズ・</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">C</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">・バイヤーズ:</span><span lang="ZH-HK" style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-fareast-language: JA; mso-hansi-theme-font: minor-latin;"> </span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">インダストリアル・インターネット・コンソーシアム(現在</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">OpenFog</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">と合併)のアソシエイト・チーフ・テクノロジーオフィサー。エッジ</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">/</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">フォグコンピューティングシステム、共通プラットフォーム、メディア処理システム、および</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">IoT</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">のアーキテクチャと実装を担当。それ以前は、</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">Cisco</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">社の主席エンジニアおよびプラットフォームアーキテクト、</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">Alcatel-Lucent</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">社のベル研究所フェローを歴任。</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">30</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">年におよぶ通信ネットワーク業界での経験を通し、音声スイッチ、ブロードバンドアクセス、コンバージドネットワーク、</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">VoIP</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">、マルチメディア、ビデオ、モジュラープラットフォーム、エッジ</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">/</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">フォグコンピューティング、</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">IoT</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">などの分野に大きく貢献。また、インダストリアル・インターネット・コンソーシアムや</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">OpenFog</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">コンソーシアムの</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">CTO</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">を務めるなど、各種標準化団体にてリーダーとして活躍。</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">PICMG</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">の分科委員会である</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">AdvancedTCA</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">、</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">AdvancedMC</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">、</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">MicroTCA</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">の創設メンバーでもある。</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">バイヤーズ氏は、ウィスコンシン大学マディソン校にて、電気・コンピュータ工学で学士号、電気工学で修士号を取得。趣味は、旅行、料理、サイクリング、電子工作など。米国特許取得件数は</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "MS Pゴシック"; mso-hansi-theme-font: minor-latin;">80</span><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">以上におよぶ。</span><span style="color: #333333; font-family: "Calibri",sans-serif; font-size: 12.0pt; mso-ascii-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "MS Pゴシック"; font-size: 12.0pt; mso-ansi-language: EN-US; mso-ascii-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-fareast-language: ZH-HK; mso-hansi-font-family: "Times New Roman";"></span></p><p> </p><p> </p>Mouser Japanhttp://www.blogger.com/profile/17823163461486682307noreply@blogger.com0tag:blogger.com,1999:blog-5786635332508926329.post-50420475262455747592021-08-18T12:44:00.001+09:002021-08-18T12:44:49.756+09:005Gで始まるデータセンタープラットフォームの進化<p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgZ8SpgzsMrhjXo3mUNh2S32sjlyz7cvAv-EswX7H-zTgspZMnQiqRr3HserkXC9FRLjJg0i7EZZRmEeqiJ9mNwA7XAOD9nlVa0Yvd6yU2qpxmzIKo1XrylPEJo_xvd0KqwkTw_NpHLY74/s1470/aug2021_5G+EIT+blog.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="685" data-original-width="1470" height="298" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgZ8SpgzsMrhjXo3mUNh2S32sjlyz7cvAv-EswX7H-zTgspZMnQiqRr3HserkXC9FRLjJg0i7EZZRmEeqiJ9mNwA7XAOD9nlVa0Yvd6yU2qpxmzIKo1XrylPEJo_xvd0KqwkTw_NpHLY74/w640-h298/aug2021_5G+EIT+blog.png" width="640" /></a></div><p></p><p><!--[if gte mso 9]><xml>
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<![endif]--></p><p>
</p><p class="MsoNormal"><span style="font-size: xx-small;"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">執筆:</span></b><b><span style="font-family: "Meiryo UI";">Alex
Pluemer<span lang="ZH-HK">(マウザー・エレクトロニクス)</span></span></b></span></p><span style="font-size: xx-small;">
</span><p class="MsoNormal"><span style="font-size: xx-small;"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">協賛:</span></b><b><span style="font-family: "Meiryo UI";">Amphenol
ICC<span lang="ZH-HK">、</span>Intel</span></b></span></p>
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Name="List Bullet"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 5"/>
<w:LsdException Locked="false" Priority="10" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Closing"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Signature"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="true"
UnhideWhenUsed="true" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Message Header"/>
<w:LsdException Locked="false" Priority="11" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Salutation"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Date"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text First Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text First Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Note Heading"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Block Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Hyperlink"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="FollowedHyperlink"/>
<w:LsdException Locked="false" Priority="22" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Document Map"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Plain Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="E-mail Signature"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Top of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Bottom of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal (Web)"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Acronym"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Address"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Cite"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Code"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Definition"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Keyboard"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Preformatted"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Sample"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Typewriter"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Variable"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal Table"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="annotation subject"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="No List"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Contemporary"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Elegant"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Professional"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Balloon Text"/>
<w:LsdException Locked="false" Priority="39" Name="Table Grid"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Theme"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" QFormat="true"
Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" QFormat="true"
Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" QFormat="true"
Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" QFormat="true"
Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" QFormat="true"
Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" QFormat="true"
Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" SemiHidden="true"
UnhideWhenUsed="true" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
<w:LsdException Locked="false" Priority="41" Name="Plain Table 1"/>
<w:LsdException Locked="false" Priority="42" Name="Plain Table 2"/>
<w:LsdException Locked="false" Priority="43" Name="Plain Table 3"/>
<w:LsdException Locked="false" Priority="44" Name="Plain Table 4"/>
<w:LsdException Locked="false" Priority="45" Name="Plain Table 5"/>
<w:LsdException Locked="false" Priority="40" Name="Grid Table Light"/>
<w:LsdException Locked="false" Priority="46" Name="Grid Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="Grid Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="Grid Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 6"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 6"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 6"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 6"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 6"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="46" Name="List Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="List Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="List Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 1"/>
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</p><p class="MsoNormal"><b style="mso-bidi-font-weight: normal;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11pt;">シームレスな</span></b><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Meiryo UI"; font-size: 11pt;">5G<span lang="ZH-HK">接続に向けて</span></span></b></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; font-size: 11pt;"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; font-size: 11pt;">5G<span lang="ZH-HK">によってモバイル通信は新たな時代に突入しましたが、</span>5G<span lang="ZH-HK">に期待できるのは「高速ダウンロード」や「超低遅延」だけではありません。高帯域幅とカバレッジの拡大により、</span>5G<span lang="ZH-HK">はそれまでの携帯電話の枠を超えて、ノートパソコンやモバイル</span>IoT<span lang="ZH-HK">機器、自動車、さらには大規模な産業用設備にいたるまで、モバイル通信の新たなユースケースを拡大することが期待されています。業界の予測によると、今後</span>4G<span lang="ZH-HK">からの乗り換えがますます進み、</span>2020<span lang="ZH-HK">年代半ばまでには</span>5G<span lang="ZH-HK">ネットワーク加入者数は</span>10<span lang="ZH-HK">億人を超えると言われています。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; font-size: 11pt;"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="background: white none repeat scroll 0% 0%; color: #292b2c; font-family: "Meiryo UI"; font-size: 11pt;">しかし、</span><span style="background: white none repeat scroll 0% 0%; color: #292b2c; font-family: "Meiryo UI"; font-size: 11pt;">5G<span lang="ZH-HK">へ移行するには、新しい携帯通信インフラへの大規模な投資が不可欠です。</span>5G<span lang="ZH-HK">アーキテクチャーは、これまでのものとは大幅に異なり、 その変化をもたらすものこそ、</span>4G<span lang="ZH-HK">から進化した</span>5G<span lang="ZH-HK">の重要な特性であると言えます。ここではその重要な特性が</span></span><a href="https://www.mouser.jp/new/amphenol/amphenol-icc-lynx-qd/" target="_blank"><span style="font-family: "Meiryo UI";"></span></a><a href="https://www.mouser.jp/new/amphenol/amphenol-icc-lynx-qd/?utm_source=blog&utm_medium=eit-aug2021&utm_id=SNS" target="_blank" title="Amphenol ICC Information"><span style="background: white none repeat scroll 0% 0%; border: 1pt none windowtext; color: #0275d8; font-size: 11pt; mso-border-alt: none windowtext 0cm; padding: 0cm; text-decoration: none; text-underline: none;">5G<span lang="ZH-HK">システム</span></span></a><span lang="ZH-HK" style="background: white none repeat scroll 0% 0%; color: #292b2c; font-family: "Meiryo UI"; font-size: 11pt;">向けデータプラットフォームアーキテクチャーにどのように影響しているのかに目を向け、さまざまなレベルのデータプラットフォームについて見ていきながら、代表的な実装オプションを紹介します。また、ミッドレンジのデータプラットフォームを例に取り上げ、設計上の重要な選択とトレードオフについて明らかにしていきたいと思います。</span><span style="background: white none repeat scroll 0% 0%; color: #292b2c; font-family: "Meiryo UI"; font-size: 11pt;"></span></p>
<p class="MsoNormal"><span style="background: white none repeat scroll 0% 0%; color: #292b2c; font-family: "Meiryo UI"; font-size: 11pt;"> </span></p>
<p class="MsoNormal"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Meiryo UI"; font-size: 11pt;">5G<span lang="ZH-HK">の特性とネットワークアーキテクチャー</span></span></b></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; font-size: 11pt;"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="background: white none repeat scroll 0% 0%; color: #292b2c; font-family: "Meiryo UI"; font-size: 11pt;">ローバンド(低周波数帯)</span><span lang="JA" style="background: white none repeat scroll 0% 0%; color: #292b2c; font-family: "Meiryo UI"; font-size: 11pt; mso-fareast-language: JA;">の</span><span style="background: white none repeat scroll 0% 0%; color: #292b2c; font-family: "Meiryo UI"; font-size: 11pt;">5G<span lang="ZH-HK">基地局は、</span>4G<span lang="ZH-HK">と同等</span></span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11pt;">の周波数帯(</span><span style="font-family: "Meiryo UI"; font-size: 11pt;">600MHz<span lang="ZH-HK">〜</span>850MHz<span lang="ZH-HK">)を利用し、同等の通信範囲とダウンロード速度(</span>30Mbit/s<span lang="ZH-HK">〜</span>250Mbit/s<span lang="ZH-HK">)を実現しています。そのため、ローバンド</span>5G<span lang="ZH-HK">は、すでに世界中の多くの地域で徐々に廃止されつつあります。それに対して、中周波数帯のミッドバンド</span>5G<span lang="ZH-HK">は、</span>2.5GHz<span lang="ZH-HK">〜</span>3.7GHz<span lang="ZH-HK">のマイクロ波を使用し、カバレッジを数マイル拡大させながら、ダウンロード速度</span></span><span lang="JA" style="font-family: "Meiryo UI"; font-size: 11pt; mso-fareast-language: JA;">も</span><span style="font-family: "Meiryo UI"; font-size: 11pt;">100Mbit/s<span lang="ZH-HK">〜</span>900Mbit/s<span lang="ZH-HK">と大幅に向上させています。ミッドバンド</span></span><span lang="JA" style="font-family: "Meiryo UI"; font-size: 11pt; mso-fareast-language: JA;">の</span><span style="font-family: "Meiryo UI"; font-size: 11pt;">5G<span lang="ZH-HK">基地局は、大都市など人口の多い地域ではすでに標準となっており、これが世界標準となるのはもはや時間の問題かもしれません。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; font-size: 11pt;"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11pt;">一方、高周波数帯のハイバンド</span><span style="font-family: "Meiryo UI"; font-size: 11pt;">5G<span lang="ZH-HK">は、現在</span>25GHz<span lang="ZH-HK">〜</span>39GHz<span lang="ZH-HK">の周波数帯を使用し、ケーブルインターネットサービスとほぼ同じ約</span>1Gbps<span lang="ZH-HK">のダウンロード速度を実現しています。ただし、ハイバンド</span>5G<span lang="ZH-HK">には限界があります。</span>25GHz<span lang="ZH-HK">〜</span>39GHz<span lang="ZH-HK">帯はミリ波帯の低域にあたりますが、ミリ波はマイクロ波よりも範囲が狭いため、ミッドバンド</span>5G<span lang="ZH-HK">と同じエリアをカバーするには、より多くのセルが必要になります。また壁や家電などの物理的な障害物があると、ハイバンド</span>5G<span lang="ZH-HK">の接続が制限されることがあります。またミリ波は固体を透過しません。さらにハイバンド</span> 5G<span lang="ZH-HK">は、低周波技術に比べて
コストが高く、 そのため当面はコンサート会場やスポーツアリーナなどの比較的多くの人が集まる施設に限定されるかもしれません。</span></span></p><p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11pt;"><span lang="ZH-HK"></span></span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiX6cOE_rhtttzjN50tdJRYH4u7ByoCU94KuTAzQmGepklhVDSoLF7XC4i_7RNP22-TnG66n69r0IBNyM6MogYQjk_QxDFL-MXM20C_Z4sYP8N8yUNCQzTlVZIN20d_-g8puE9AMS0uSMs/s800/5g-article2-stadium.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="482" data-original-width="800" height="241" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiX6cOE_rhtttzjN50tdJRYH4u7ByoCU94KuTAzQmGepklhVDSoLF7XC4i_7RNP22-TnG66n69r0IBNyM6MogYQjk_QxDFL-MXM20C_Z4sYP8N8yUNCQzTlVZIN20d_-g8puE9AMS0uSMs/w400-h241/5g-article2-stadium.jpg" width="400" /></a></div><br /><span style="font-size: x-small;">ハイバンド</span><span style="font-size: x-small;"><span style="font-family: "Meiryo UI";">5G<span lang="ZH-HK">は壁や障害物によって接続が制限されるため、利用できるエリアはスポーツアリーナなどに限られるかもしれません。(画像:</span>Alida
Latham/Danita Delimont - stock.adobe.com<span lang="ZH-HK">)</span></span></span><p></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; font-size: 11pt;"> </span></p>
<p class="MsoNormal"><b><span style="font-family: "Meiryo UI"; font-size: 11pt;">5G<span lang="ZH-HK">データプラットフォームのピラミッド</span></span></b></p>
<p class="MsoNormal"><b><span style="font-family: "Meiryo UI"; font-size: 11pt;"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11pt;">実装に向けて</span><span style="font-family: "Meiryo UI"; font-size: 11pt;">5G<span lang="ZH-HK">の階層を決定する際には、カバレッジ範囲、ダウンロード速度、コスト効率などの要因を考慮する必要があります。</span></span><a href="https://www.mouser.jp/new/amphenol/amphenol-icc-lynx-qd/" target="_blank"><span style="font-family: "Meiryo UI";"></span></a><a href="https://www.mouser.jp/new/amphenol/amphenol-icc-lynx-qd/?utm_source=blog&utm_medium=eit-aug2021&utm_id=SNS" target="_blank" title="Amphenol ICC Information"><span style="font-size: 11pt;">5G<span lang="ZH-HK">分散型データプラットフォーム</span></span></a><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11pt;">では、コスト、電力、ネットワーク性能、動作範囲、ユーザー機能などを最適化できるよう、データ処理、ストレージ、通信をさまざまなレベルのアーキテクチャー階層に配置しています。ネットワークエッジに最も近いのは、ビルや施設内の数十メートルほどの短い距離をカバーする小型プラットフォームです。一般的な用途には、ビルオートメーション、セキュリティ、工場現場モジュールの監視・制御などがあります。エッジデバイスの上のレベルには、アグリゲーションプラットフォームがあり、すべてのエッジデバイスをつなぎ合わせて、約</span><span style="font-family: "Meiryo UI"; font-size: 11pt;">100<span lang="ZH-HK">メートルの範囲におよぶデータトラフィックを統合し、最適化します。このデバイスは、ビルや小規模キャンパスなどに設置され、通信の分析、フィルタリング、統合、優先順位付けを行っており、それにはよく人工知能(</span>AI<span lang="ZH-HK">)が活用されています。</span></span></p><p class="MsoNormal"><span style="font-family: "Meiryo UI"; font-size: 11pt;"><span lang="ZH-HK"> <br /></span></span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj0xJiYJ8UCKf_NImvJfhsE-blDJ03W5XStJ6oaXblEhgt_KZ6tYOwBCskMnouGYqYRXZRECreixCh72szIGLZD4WqQzHTaXnEpVbnW_2iyQz91hkVZRn9Dr9KjOTFMHbUg2IAPTPC1WMw/s1750/aug2021_5G+EIT+blog3.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="552" data-original-width="1750" height="202" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj0xJiYJ8UCKf_NImvJfhsE-blDJ03W5XStJ6oaXblEhgt_KZ6tYOwBCskMnouGYqYRXZRECreixCh72szIGLZD4WqQzHTaXnEpVbnW_2iyQz91hkVZRn9Dr9KjOTFMHbUg2IAPTPC1WMw/w640-h202/aug2021_5G+EIT+blog3.png" width="640" /></a></div><br /><p></p><p class="MsoNormal"><span style="font-family: "Meiryo UI"; font-size: 11pt;"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11pt;">中間プラットフォームは、大規模なコアデータセンターのすぐ下のレベルに位置し、より迅速な応答を実現します。応答はコアによって、アルゴリズムに基づき選択され、定期的に更新されます。この中間プラットフォームが、エッジに近いプラットフォームに求められるリアルタイム制御を提供しています。このプラットフォームによるデータ分析やトラッキングにより、データ価値が生まれ、プラットフォームプロバイダーは新たな収益源を得ることができます。また、ユーザー側も、予知保全、材料のトラッキングやルーティング、システム管理、データトラフィックの負荷分散など、さまざまな運用にかかるコストの削減(利用料、または削減分の一部のみ負担など)が可能になります。</span><span style="font-family: "Meiryo UI"; font-size: 11pt;"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; font-size: 11pt;"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11pt;">ビッグデータの運用は、コアデータセンタープラットフォームで行われます。この大規模なデータの処理・蓄積施設には、何年にもおよぶ運用履歴や複雑な機械学習アルゴリズムが蓄積されており、最適化フィルタとプロセスによって中間プラットフォームをプログラムすることにより、迅速な応答を実現し、ユーザーに付加価値を提供します。</span><span style="font-family: "Meiryo UI"; font-size: 11pt;"></span></p><p></p><p> </p><p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11pt;">データセンタープラットフォームの種類と</span></b><b><span lang="JA" style="font-family: "Meiryo UI"; font-size: 11pt; mso-fareast-language: JA;">特性</span></b><b><span style="font-family: "Meiryo UI"; font-size: 11pt; mso-fareast-language: JA;"></span></b></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; font-size: 11pt;">5G<span lang="ZH-HK">の各階層について、設計にはさまざまな要件とトレードオフがあります。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; font-size: 11pt;"></span></p>
<ul style="margin-top: 0cm;" type="square"><li class="MsoNormal" style="mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11pt;">小型プラットフォームは、システムの中でもコスト、設置面積、電力において最も制約されています。各アグリゲーションプラットフォームごとに数個が必要になるため、設置が容易であることと、中程度の寿命が求められます。ここでは柔軟性や処理能力を多少犠牲にしても、低コスト、低消費電力、省スペースを実現できる</span><span style="font-family: "Meiryo UI"; font-size: 11pt;">MCU<span lang="ZH-HK">ベースの実装が可能です。</span></span></li><li class="MsoNormal" style="mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11pt;">アグリゲーションプラットフォームには、高い柔軟性と処理能力、中規模ストレージ、セキュリティが必須です。</span><span style="font-family: "Meiryo UI"; font-size: 11pt;">FPGA<span lang="ZH-HK">(フィールド・
プログラマブル・ゲートアレイ)ベースの実装は、新しいプロトコル、新しい</span>AI<span lang="ZH-HK">アルゴリズム、ユーザーへの新しい付加価値など、必要に応じて基盤となるハードウェアを再プログラムできるため、最大限の柔軟性と処理能力が期待できます。</span>FPGA<span lang="ZH-HK">は拡張性が高いため、プロバイダーは価格や製品価値に応じて、</span></span><span style="font-family: "Meiryo UI";"><a href="https://www.mouser.jp/new/intel/intel-agilex-f-series-dev-kit/?utm_source=blog&utm_medium=eit-aug2021&utm_id=SNS" target="_blank" title="Intel Agilex FPGA Information"><span lang="ZH-HK" style="font-size: 11pt;">柔軟性と処理能力の異なる</span></a></span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11pt;">多種多様な製品層を開発することができます。</span><span style="font-family: "Meiryo UI"; font-size: 11pt;"></span></li><li class="MsoNormal" style="mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11pt;">中間プラットフォームには、最高レベルの生の処理能力、セキュリティ、柔軟性が求められます。コスト、消費電力、設置面積は犠牲にしても仕方がないでしょう。このレベルでは、メモリ保護ユニット(一般的演算の生の処理能力)と</span><span style="font-family: "Meiryo UI";"><a href="https://www.mouser.jp/new/intel/intel-agilex-f-series-dev-kit/?utm_source=blog&utm_medium=eit-aug2021&utm_id=SNS" target="_blank" title="Intel Agilex FPGA Information"><span style="font-size: 11pt;">FPGA<span lang="ZH-HK">(柔軟性と適応性)のハイブリッドな組み合わせが実装方法として最適です</span></span></a></span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11pt;">。</span><span style="font-family: "Meiryo UI"; font-size: 11pt;">FPGA<span lang="ZH-HK">は、動画処理、暗号化、復号化、検索、フィルタリングなど、重要な機能へのニーズが高まる中、必要に応じてリアルタイムで再プログラミングすることも可能です。また、</span>AI<span lang="ZH-HK">アルゴリズムは、稼働率、通行パターン、天候などの指標からわかるデータ情報を分析することにより、ニーズを予測することもできます。</span></span></li></ul><p class="MsoNormal"><span style="font-family: "Meiryo UI"; font-size: 11pt;"><br /></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; font-size: 11pt;"></span><b><span style="font-family: "Meiryo UI"; font-size: 11pt;">FPGA</span><span lang="JA" style="font-family: "Meiryo UI"; font-size: 11pt; mso-fareast-language: JA;">を使った</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11pt;">アグリゲーションプラットフォーム</span></b><b><span style="font-family: "Meiryo UI"; font-size: 11pt;"></span></b></p>
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<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11pt;">ここでミッドレンジのアグリゲーションプラットフォームを取り上げ、重要な機能がデバイス内にどのように実装されているのか見てみましょう。マイクロコントローラを内蔵した</span><span style="font-family: "Meiryo UI"; font-size: 11pt;">FPGA<span lang="ZH-HK">を採用することにより、デバイスはマイクロコントローラから動作を開始し、起動や更新を安全に行うことができます。堅牢で保護された暗号化、復号化、セキュリティキー保管操作などの機能が、ハッカーやウイルスによるシステムの乗っ取りを防止します。マイクロコントローラは、通信、パケット処理、動画処理、圧縮、ストレージ効率化などの標準的な操作に対応します。オンチップ</span>FPGA<span lang="ZH-HK">ハードウェアは、高い処理能力を要する、特殊な操作に使用することにより、迅速な処理が求められる一般的な機能に</span>MCU<span lang="ZH-HK">を振り分けることができます。</span></span></p>
<p class="MsoNormal"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjtPa7bequZJBFubbCTNku_axM_cDXd06XlaPpD29bkdPDmHMrXUXZlzE2ckmkfBbO514jY6XNaJUpIpjKE6cgJ0V145ttJGswg2MHGLAopseFlhMAiRSPmQCgYRaiwg30JRQvwXv9SK-8/s808/Screenshot+2021-08-18+at+12-20-41+5G+Low+Latency%252C+High+Bandwidth+Communications.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="405" data-original-width="808" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjtPa7bequZJBFubbCTNku_axM_cDXd06XlaPpD29bkdPDmHMrXUXZlzE2ckmkfBbO514jY6XNaJUpIpjKE6cgJ0V145ttJGswg2MHGLAopseFlhMAiRSPmQCgYRaiwg30JRQvwXv9SK-8/w400-h200/Screenshot+2021-08-18+at+12-20-41+5G+Low+Latency%252C+High+Bandwidth+Communications.png" width="400" /></a></div><span style="font-family: "Meiryo UI"; font-size: 11pt; mso-fareast-language: JA; mso-no-proof: yes;"></span><span style="font-family: "Meiryo UI"; font-size: 11pt;"></span><p></p>
<p class="MsoNormal"><span style="font-size: x-small;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">画像:</span><span style="font-family: "Meiryo UI";">FlashMovie - shutterstock.com</span></span></p>
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<p class="MsoNormal"><span style="font-family: "Meiryo UI"; font-size: 11pt;">FPGA<span lang="ZH-HK">は、デジタルフィルタリング、画像処理、画像認識などの特殊な処理に使用</span></span><span lang="JA" style="font-family: "Meiryo UI"; font-size: 11pt; mso-fareast-language: JA;">し</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11pt;">、必要に応じて</span><span style="font-family: "Meiryo UI"; font-size: 11pt;">AI<span lang="ZH-HK">・機械学習アルゴリズムを併用すれば、ハードウェアを予測し、プログラムすることができます。将来的に、中間プラットフォームやコアプラットフォームから新しいアルゴリズムを発見し、作成し、ダウンロードすれば、さらに性能を最適化させることができ、プラットフォームプロバイダーには新たな収益をもたらし、ユーザーはコストの削減が可能になるでしょう。</span></span></p>
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<p class="MsoNormal"><span style="font-family: "Meiryo UI"; font-size: 11pt;">5G<span lang="ZH-HK">は、クラウドから、コア、エッジまでを統合します。しかし、それぞれが適切な種類のインフラで動作し、またそれにアクセスできることが重要です。</span>5G<span lang="ZH-HK">ではエッジコンピューティングが重視されていますが、コアは常に必要です。また、</span>5G<span lang="ZH-HK">通信の急速な普及と、</span>5G<span lang="ZH-HK">対応端末数の増加に伴い、端末のための小・中規模の分散型データセンタープラットフォームの必要が高まっています。コアからエッジにいたるまでのコンピューティングこそ、</span>5G<span lang="ZH-HK">対応の世界の特徴であると言えるでしょう。サーモスタットや冷蔵庫から飛行機、電車、自動車</span></span><span lang="JA" style="font-family: "Meiryo UI"; font-size: 11pt; mso-fareast-language: JA;">に</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11pt;">いたるまで、すべてが携帯電話と同じネットワークでつながる世界。私たちは今、そんな新しい世界へと足を踏み出しているのです。</span><span style="font-family: "Meiryo UI"; font-size: 11pt;"> </span><span style="font-family: "Meiryo UI"; font-size: 11pt;"></span></p>
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</p><div class="MsoNormal"><span style="font-family: helvetica;">★★★★★★★★★★★★★★★★★★★★
</span></div><div class="MsoNormal"><div class="MsoNormal"><span style="font-family: helvetica;">
Mouserブログをもっと読む</span></div><div class="MsoNormal"><span style="font-family: helvetica;"> ➡ <a href="https://www.mouser.com/blog?utm_source=jp-blog&utm_medium=social" target="_blank">Mouserサイト・英語(あらゆる種類・最新トピックの記事)</a></span></div><span style="font-family: helvetica;"> ➡ <a href="https://mouserjapan.blogspot.com/" target="_blank">日本語ページ(ピックアップして翻訳した記事)</a></span></div><div class="MsoNormal"><span style="font-family: helvetica;">★★★★★★★★★★★★★★★★★★★★</span></div>Mouser Japanhttp://www.blogger.com/profile/17823163461486682307noreply@blogger.com0tag:blogger.com,1999:blog-5786635332508926329.post-87337692132887527712021-08-18T11:46:00.008+09:002021-08-18T12:47:57.209+09:00次世代パワー半導体技術:インフィニオンCoolSiC™とは?<p><a href="https://www.mouser.jp/manufacturer/infineon/">null</a> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEimJsbaB_QwU3gD7G-kKhVUh5OkV7p46xh7PnmpFyc4Ym8qvRrQz9hP3mpYySMD-I1MeoIpM68B_ZZQEozmO6LZh4vG_A2ni0LYWqJWuqEWB76qltEYsJbM-Oz4r7N8jrfX012ZTHBTakI/s686/Infineon+CoolSic+Theme+Image_1.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="440" data-original-width="686" height="410" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEimJsbaB_QwU3gD7G-kKhVUh5OkV7p46xh7PnmpFyc4Ym8qvRrQz9hP3mpYySMD-I1MeoIpM68B_ZZQEozmO6LZh4vG_A2ni0LYWqJWuqEWB76qltEYsJbM-Oz4r7N8jrfX012ZTHBTakI/w640-h410/Infineon+CoolSic+Theme+Image_1.jpg" width="640" /></a></div><p></p><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA; mso-no-proof: yes;"></span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"></span>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><i><span lang="ZH-HK" style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 8.5pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">(画像:インフィニオン テクノロジーズ)</span></i><i><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 8.5pt; mso-border-alt: none windowtext 0cm; padding: 0cm;"></span></i></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 9pt;"> </span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">「戦いは塹壕で決まる」という言葉をご存知ですか。その意味は、現場の最前線で汗まみれになって働く人たちが最終的に勝敗を決するという意味です。実は、電源システム設計の現場でも、現在エンジニアたちによって「塹壕(トレンチ)」での戦いが繰り広げられています。ここでは、その戦いを勝ち取るためには何が必要なのか考えてみたいと思います。</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"></span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">よりエネルギー効率の高い世界への重要な鍵となるのが、ワイドバンドギャップ(</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">WBG<span lang="ZH-HK">)半導体です。このパワー半導体により、電力効率の向上、システムの小型化、軽量化、低コスト化が可能になります。</span></span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><a href="https://www.mouser.jp/manufacturer/infineon/" target="_blank"><span style="font-family: "Meiryo UI";"></span></a><span style="font-family: "Meiryo UI";"><a href="https://www.mouser.jp/manufacturer/infineon/?utm_source=blog&utm_medium=eit-aug2021&utm_id=SNS" target="_blank"><span lang="ZH-HK" style="border: 1pt none windowtext; color: #0070bb; font-size: 12pt; mso-border-alt: none windowtext 0cm; padding: 0cm; text-decoration: none; text-underline: none;">インフィニオン テクノロジーズ</span></a></span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">は、シリコン(</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">SJ<span lang="ZH-HK">型</span>MOSFET<span lang="ZH-HK">、</span>IGBT<span lang="ZH-HK">など)、</span></span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt;">炭化ケイ素<span style="color: #333333;">(ショットキーダイオード、</span></span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">MOSFET<span lang="ZH-HK">など)、窒化ガリウムを基盤とする(</span>e-mode HEMT<span lang="ZH-HK">、統合電力段)デバイスなど、幅広い製品・技術を提供しています。</span></span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt;">炭化ケイ素<span style="color: #333333;">(</span></span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">SiC<span lang="ZH-HK">)技術の開発において</span>20<span lang="ZH-HK">年以上の歴史を持つ大手パワー半導体メーカーとして、よりスマートで効率的な発電、送電、消費電力のニーズに応えてきました。同社の専門家は、システムの複雑さを軽減するのに何が必要か熟知しており、中・大電力システムのシステムコストとサイズ</span></span><span lang="JA" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;">の</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">削減に導きます。</span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"> <br /></span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; mso-outline-level: 2; vertical-align: baseline;"><b><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt;">トレンチ型デバイス</span></b><b><span style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt;"> CoolSiC</span></b><b><sup><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; mso-border-alt: none windowtext 0cm; padding: 0cm;">™</span></sup></b><b><span style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt;"></span></b></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">インフィニオンが目指しているのは、</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt;">炭化ケイ素<span style="color: #333333;">(</span></span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">SiC<span lang="ZH-HK">)の</span>MOSFET<span lang="ZH-HK">(金属酸化膜半導体電界効果トランジスタ)による低オン抵抗(</span>R</span><sub><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 9pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">DS(ON)</span></sub><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">)と、安全な酸化膜電界強度条件で動作できるゲート駆動モードデバイスを組み合わせることです。同社では、欠陥密度の高い従来のプレーナ型</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">DMOS<span lang="ZH-HK">(二重拡散金属酸化物半導体)デバイスから、より良好な表面配向を持つトレンチ型デバイスへと注力を移行しています。トレンチ型デバイスは低い酸化膜で低いチャンネル抵抗を実現します。これらの境界条件が、産業機器や自動車アプリケーションで期待される</span>FIT<span lang="ZH-HK">値(故障率)を保証する上で、シリコンパワー半導体の世界で確立された品質保証手法へと移行する基準となります。こうした背景から誕生したのが、</span>CoolSiC</span><sup><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 9pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">™</span></sup><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">製品です。</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"></span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"> </span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">SiC<span lang="ZH-HK">デバイスは、ブロッキングモード時に</span>Si<span lang="ZH-HK">デバイスよりもはるかに高いドレイン電界(</span>kV<span lang="ZH-HK">ではなく</span>MV<span lang="ZH-HK">)で動作します。そのため、オン状態やオフ状態の酸化膜での電界が高く、摩耗を早める可能性があります。</span></span><span lang="JA" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;">そこで、</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">オフ状態ストレスには、深い</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">P<span lang="ZH-HK">型領域による保護が適用されます。オン状態ストレスには、薄い酸化膜に残された外因性の酸化膜欠陥を選別する限界を回避するために、厚い酸化膜が使用されます。</span></span><a href="https://www.mouser.jp/new/infineon/infineon-coolsic-mosfets-diodes/?utm_source=blog&utm_medium=eit-aug2021&utm_id=SNS" target="_blank"><span style="font-family: "Meiryo UI";"></span></a><span style="font-family: "Meiryo UI";"><a href="https://www.mouser.jp/new/infineon/infineon-coolsic-mosfets-diodes/" target="_blank"><span style="border: 1pt none windowtext; color: #0070bb; font-size: 12pt; mso-border-alt: none windowtext 0cm; padding: 0cm; text-decoration: none; text-underline: none;">CoolSiC</span><sup><span style="border: 1pt none windowtext; color: #0070bb; font-size: 9pt; mso-border-alt: none windowtext 0cm; padding: 0cm; text-decoration: none; text-underline: none;">™</span></sup></a></span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">製品は、比類のない信頼性、品質、多様な製品ラインアップ、システムの利点を提供します。</span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"> </span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">CoolSiC</span><sup><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 9pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">™</span></sup><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"> <span lang="ZH-HK">トレンチ</span>MOSFET<span lang="ZH-HK">の特徴と利点は次のとおりです。</span></span></p>
<ul style="text-align: left;"><li><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">低いチャンネル抵抗</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"></span></li><li><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">安全なゲート酸化膜電界で動作</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"></span></li><li><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">寄生ターンオンに対する堅牢性</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"></span></li><li><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">ハードコミュテーションを可能にし、サージ電流の堅牢性を向上</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"></span></li><li><span style="color: #333333; font-family: Wingdings; mso-bidi-font-family: Wingdings; mso-bidi-font-size: 12.0pt; mso-fareast-font-family: Wingdings;"><span style="mso-list: Ignore;"><span style="font: 7pt "Times New Roman";"></span></span></span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">JFET<span lang="ZH-HK">領域が短絡電流を制限</span></span></li><li><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">R</span><sub><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 9pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">ON</span></sub><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">により並列駆動が容易</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"></span></li><li><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">R</span><sub><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 9pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">g</span></sub><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">による制御性、温度非依存のスイッチング特性を実現</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"></span></li></ul>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"> </span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; mso-outline-level: 2; vertical-align: baseline;"><b><span style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt;">CoolSiC</span></b><b><sup><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; mso-border-alt: none windowtext 0cm; padding: 0cm;">™</span></sup></b><b><span style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt;"> MOSFET<span lang="ZH-HK">とショットキーダイオード</span></span></b></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">インフィニオンの</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">CoolSiC</span><sup><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 9pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">™</span></sup><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"> MOSFET <span lang="ZH-HK">のラインアップは、</span>650V<span lang="ZH-HK">、</span>1200V<span lang="ZH-HK">、</span>1700V<span lang="ZH-HK">の電圧クラスから構成され、ハードおよび共振スイッチングトポロジーに理想的です。(<b><span style="border: 1pt none windowtext; mso-border-alt: none windowtext 0cm; padding: 0cm;">図1</span></b>)。</span>CoolSiC</span><sup><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 9pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">™</span></sup><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"> MOSFET<span lang="ZH-HK">は、最先端トレンチ半導体プロセスに基づいて構築されており、アプリケーションにおける低損失、ならびに高い動作信頼性を実現するよう最適化されています。</span>TO<span lang="ZH-HK">パッケージおよび</span>SMD<span lang="ZH-HK">パッケージのラインアップがあり、オン抵抗定格は</span>27mΩ<span lang="ZH-HK">~</span>1000mΩ<span lang="ZH-HK">です。</span>CoolSiC</span><sup><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 9pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">™</span></sup><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">トレンチ技術は、柔軟なパラメータ設定が可能で、各製品ラインアップにおけるアプリケーション固有の機能(例えば、ゲートソース電圧、アバランシェ耐量、短絡耐量、ハードコミュテーション用の定格を備えた内蔵ボディダイオード)の実装に使用されます。</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"></span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><b style="mso-bidi-font-weight: normal;"><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-border-alt: none windowtext 0cm; mso-fareast-language: JA; mso-no-proof: yes; padding: 0cm;"></span></b><b><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-border-alt: none windowtext 0cm; padding: 0cm;"> </span></b></p><div class="separator" style="clear: both; text-align: center;"><b><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj0IkxpSfROmj2ryKGF6DgtdINOWJb8NK179KAyOKAQl4T8IS_rbkSmVRXrWKHZJuPkKVs2k3TVlUV0oeIYsUYIGk01VFIEHhQ1uGvE0vbaUs361hyphenhyphenVHehc_quIUijISSM9JXInRz0fQvo/s308/650V+1200V+CoolSiC+MOSFET+Image.bmp" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="206" data-original-width="308" height="206" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj0IkxpSfROmj2ryKGF6DgtdINOWJb8NK179KAyOKAQl4T8IS_rbkSmVRXrWKHZJuPkKVs2k3TVlUV0oeIYsUYIGk01VFIEHhQ1uGvE0vbaUs361hyphenhyphenVHehc_quIUijISSM9JXInRz0fQvo/s0/650V+1200V+CoolSiC+MOSFET+Image.bmp" width="308" /></a></b></div><b><br /></b><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"></span><p></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><b><i><span lang="ZH-HK" style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 11pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">図</span></i></b><b><i><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 11pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">1</span></i></b><i><span lang="ZH-HK" style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 11pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">:</span></i><i><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 11pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">TO-247<span lang="ZH-HK">パッケージの</span> 650V
CoolSiC™ MOSFET<span lang="ZH-HK">と</span>D²PAK-7L <span lang="ZH-HK">パッケージの</span>1200V
CoolSiC™ MOSFET<span lang="ZH-HK">(画像:インフィニオン テクノロジーズ)</span></span></i></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"> </span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">ディスクリートパッケージの</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">CoolSiC</span><sup><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 9pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">™</span></sup><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"> MOSFET<span lang="ZH-HK">は、力率改善(</span>PFC<span lang="ZH-HK">)回路、双方向トポロジ、</span>DC/DC<span lang="ZH-HK">コンバータ、</span>DC/AC<span lang="ZH-HK">インバータなど、ハードウェアトポロジと共振スイッチングトポロジの両方に最適です。不要な寄生ターンオン効果に対する優れた耐性により、ブリッジ</span></span><span lang="JA" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;">トポロジー</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">のターンオフ電圧が</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">0V<span lang="ZH-HK">であっても、低ダイナミック損失のベンチマークを実現します。</span>TO<span lang="ZH-HK">(トランジスタ・アウトライン)パッケージおよび</span>SMD<span lang="ZH-HK">(表面実装)パッケージ製品には、スイッチング性能最適化用のケルビンソースピンも追加できます。</span></span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"> </span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">インフィニオンの</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">CoolSiC</span><sup><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 9pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">™</span></sup><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">ショットキーダイオードは、比較的高いオン抵抗とリーク電流を提供します(<b><span style="border: 1pt none windowtext; mso-border-alt: none windowtext 0cm; padding: 0cm;">図</span></b></span><b><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">2</span></b><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">)。</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">SiC<span lang="ZH-HK">材料では、ショットキダイオードは非常に高い降伏電圧に対応します。同社の</span>SiC<span lang="ZH-HK">製品ポートフォリオは、</span>600V<span lang="ZH-HK">および</span>650V<span lang="ZH-HK">〜</span>1200V<span lang="ZH-HK">のショットキーダイオードをカバーしています。高速のシリコンベースのスイッチと</span>CoolSiC™
<span lang="ZH-HK">ショットキーダイオードの組み合わせは、ハイブリッドソリューションと呼ばれています。 </span></span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"> </span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiIZJR6un3yg45nBhA2vPvUKyND8ev_pz3NYVEEalXSmvz6QrUp22Nh5KZm0ioDnG2qAzzUtpqvY9hevagEbRLx0upUYtzwMRvTNS75-e5WWZ4pzSsBd73vTT1MIRsAkdDgXPpcGCCeD-M/s2048/Automotive_CoolSiC_Schottky_diode__TO263-2-1_1.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="2048" data-original-width="1757" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiIZJR6un3yg45nBhA2vPvUKyND8ev_pz3NYVEEalXSmvz6QrUp22Nh5KZm0ioDnG2qAzzUtpqvY9hevagEbRLx0upUYtzwMRvTNS75-e5WWZ4pzSsBd73vTT1MIRsAkdDgXPpcGCCeD-M/w172-h200/Automotive_CoolSiC_Schottky_diode__TO263-2-1_1.jpg" width="172" /></a></div><p></p><p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA; mso-no-proof: yes;"></span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"></span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><b><i><span lang="ZH-HK" style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 11pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">図</span></i></b><b><i><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 11pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">2</span></i></b><i><span lang="ZH-HK" style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 11pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">:車載用</span></i><i><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 11pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">CoolSiC</span></i><i><sup><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 8.5pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">™</span></sup></i><i><span lang="ZH-HK" style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 11pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">ショットキーダイオード
(画像:インフィニオン テクノロジーズ)</span></i><i><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 11pt; mso-border-alt: none windowtext 0cm; padding: 0cm;"></span></i></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"> </span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; mso-outline-level: 2; vertical-align: baseline;"><b><span style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt;">CoolSiC</span></b><b><sup><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; mso-border-alt: none windowtext 0cm; padding: 0cm;">™</span></sup></b><b><span style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt;"> MOSFET<span lang="ZH-HK">モジュール</span></span></b></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">CoolSiC</span><sup><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 9pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">™</span></sup><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"> MOSFET<span lang="ZH-HK">を搭載したパワーモジュールは、インバータ設計において、これまでにない電力効率と電力密度レベルを実現する新たな可能性をもたらします(<b><span style="border: 1pt none windowtext; mso-border-alt: none windowtext 0cm; padding: 0cm;">図</span></b></span><b><span style="border: 1pt none windowtext; mso-border-alt: none windowtext 0cm; padding: 0cm;">3</span></b><span lang="ZH-HK">)。また、</span></span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt;">炭化ケイ素<span style="color: #333333;">(</span></span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">SiC<span lang="ZH-HK">)は、スイッチあたりオン抵抗(</span>R</span><sub><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 9pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">DS(ON)</span></sub><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">)が</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">45mΩ<span lang="ZH-HK">から</span>2mΩ<span lang="ZH-HK">までのさまざまなトポロジーを可能にし、アプリケーションのニーズに応えます。</span>SiC
MOSFET<span lang="ZH-HK">モジュールは、</span>3<span lang="ZH-HK">レベル</span>ANPC<span lang="ZH-HK">、デュアル、</span>4<span lang="ZH-HK">パック、</span>6<span lang="ZH-HK">パック、ブースターなどのさまざまな構成で利用可能で、最先端のトレンチ構造による優れたゲート酸化膜の信頼性、最高クラスのスイッチング性能と低伝導損失を実現しています。</span></span><span style="font-family: "Meiryo UI"; font-size: 12pt;"></span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA; mso-no-proof: yes;"></span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"> </span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgzxn4XrvQZV8_Cg0c3ybzwWayoq1CzZJw2GQSNRb6x6ne1FJnHplg3rM9oYKg4InrOqdxk84mte-e2wsvXuUv9Gil6bOnFAcbCV7MoRIJpmjfO0yKVQcDv9c9SyD0pfBNbKa_nPXu_5Js/s465/CoolSiC+MOSFET+Easy1B+and+Easy2B.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="149" data-original-width="465" height="129" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgzxn4XrvQZV8_Cg0c3ybzwWayoq1CzZJw2GQSNRb6x6ne1FJnHplg3rM9oYKg4InrOqdxk84mte-e2wsvXuUv9Gil6bOnFAcbCV7MoRIJpmjfO0yKVQcDv9c9SyD0pfBNbKa_nPXu_5Js/w400-h129/CoolSiC+MOSFET+Easy1B+and+Easy2B.jpg" width="400" /></a></div><br /><p></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><b><i><span lang="ZH-HK" style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 11pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">図</span></i></b><b><i><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 11pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">3</span></i></b><i><span lang="ZH-HK" style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 11pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">:</span></i><i><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 11pt; mso-border-alt: none windowtext 0cm; padding: 0cm;"> CoolSiC™ MOSFET Easy1B<span lang="ZH-HK">および</span>Easy2B
<span lang="ZH-HK">(画像:インフィニオン テクノロジーズ)</span></span></i><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"></span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; margin-bottom: 6.75pt; margin-left: 0cm; margin-right: 0cm; margin-top: 13.5pt; margin: 13.5pt 0cm 6.75pt; mso-outline-level: 2; vertical-align: baseline;"><b><span style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt;"> <br /></span></b></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; margin-bottom: 6.75pt; margin-left: 0cm; margin-right: 0cm; margin-top: 13.5pt; margin: 13.5pt 0cm 6.75pt; mso-outline-level: 2; vertical-align: baseline;"><b><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt;">まとめ</span></b><b><span style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt;"></span></b></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">SiC
MOSFET<span lang="ZH-HK">には、トレンチ型</span>MOS<span lang="ZH-HK">とプレーナ型</span>DMOS<span lang="ZH-HK">の</span>2<span lang="ZH-HK">種類の異なる構造があります。インフィニオンでは、あらゆるアプリケーションで使用しやすく、電力損失の低減と高信頼性を実現できる先進のトレンチ技術を採用しています。同社の</span>CoolSiC</span><sup><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 9pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">™</span></sup><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">は、その卓越した性能により、性能と品質のバランスのベンチマークとなります。インフィニオンのゲート酸化膜スクリーニングプロセスは、製品の信頼性を確保します。</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"></span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"> </span></p>
<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">インフィニオンの</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt;">炭化ケイ素</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">CoolSiC</span><sup><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 9pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">™</span></sup><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;"> MOSFET<span lang="ZH-HK">およびショットキーダイオードは、よりスマートで効率的な電力の生成・伝達・消費を可能にします。</span>CoolSiC</span><sup><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 9pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">™</span></sup><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">製品ポートフォリオは、システムの小型化、中・大電力システムのコスト削減のニーズに対応し、しかも最高の品質基準を遵守し、システム寿命の長期化、信頼性の確保を実現します。</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">CoolSiC™<span lang="ZH-HK">を採用することにより、システム運用コストを削減しながら、最も厳しい電力効率目標が達成できます。つまり、インフィニオンの</span>CoolSiC</span><sup><span style="border: 1pt none windowtext; color: #333333; font-family: "Meiryo UI"; font-size: 9pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">™</span></sup><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">ソリューションを活用して、「トレンチ」を制することが、電源システム設計における勝利の鍵とな</span><span lang="JA" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;">るはずです。</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;"></span></p>
<p> <span style="font-family: "Meiryo UI";"><span lang="ZH-HK"> <br /></span></span>
</p><p>
</p><div class="MsoNormal"><span style="font-family: helvetica;">★★★★★★★★★★★★★★★★★★★★
</span></div><div class="MsoNormal"><div class="MsoNormal"><span style="font-family: helvetica;">
Mouserブログをもっと読む</span></div><div class="MsoNormal"><span style="font-family: helvetica;"> ➡ <a href="https://www.mouser.com/blog?utm_source=jp-blog&utm_medium=social" target="_blank">Mouserサイト・英語(あらゆる種類・最新トピックの記事)</a></span></div><span style="font-family: helvetica;"> ➡ <a href="https://mouserjapan.blogspot.com/" target="_blank">日本語ページ(ピックアップして翻訳した記事)</a></span></div><div class="MsoNormal"><span style="font-family: helvetica;">★★★★★★★★★★★★★★★★★★★★</span></div><p class="MsoNormal"><span style="font-family: helvetica;"></span></p><p class="MsoNormal"><br /><span style="font-family: helvetica;"><span style="font-family: helvetica; mso-fareast-font-family: "Meiryo UI";"><b>著者</b></span></span></p><p> </p><div class="separator" style="clear: both; text-align: center;"><b><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgUj4LNSQRqVPu6hdQ2eWkQC1vkLkI6nOynwiuITg9CnezHxrQGeArFWk4yOFkSRqmp3wU210OcSfpn-zg7FNyDxFylvTqhwJ1EV32RFHc7byb-vR2CKvKO3tIU94XLfr6QNj886WZY6FE/s140/PaulGolata_Blog.png" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="140" data-original-width="100" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgUj4LNSQRqVPu6hdQ2eWkQC1vkLkI6nOynwiuITg9CnezHxrQGeArFWk4yOFkSRqmp3wU210OcSfpn-zg7FNyDxFylvTqhwJ1EV32RFHc7byb-vR2CKvKO3tIU94XLfr6QNj886WZY6FE/w143-h200/PaulGolata_Blog.png" width="143" /></a></b></div><p></p><p><!--[if gte mso 9]><xml>
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<p class="MsoNormal" style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">マウザー・エレクトロニクス以前は、</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12pt;">Hughes Aircraft
Company<span lang="ZH-HK">、</span>Melles Griot<span lang="ZH-HK">、</span>Piper Jaffray<span lang="ZH-HK">、</span>Balzers Optics<span lang="ZH-HK">、</span>JDSU<span lang="ZH-HK">、及び</span>Arrow
Electronics<span lang="ZH-HK">に勤務。製造、マーケティング、及び営業関連に従事した。</span>DeVry Institute
of Technology<span lang="ZH-HK">(イリノイ州シカゴ)にて</span>BSEET<span lang="ZH-HK">(電気工学技術の理学士号)、</span>Pepperdine
University<span lang="ZH-HK">(カリフォルニア州マリブ)にて</span>MBA<span lang="ZH-HK">(経営学修士号)、</span>Southwestern
Baptist Theological Seminary<span lang="ZH-HK">(テキサス州フォートワース)にて</span>MDiv w/BL<span lang="ZH-HK">(神学及び聖書文学修士号)及び</span>PhD<span lang="ZH-HK">(博士号)を取得。</span></span></p>
Mouser Japanhttp://www.blogger.com/profile/17823163461486682307noreply@blogger.com0tag:blogger.com,1999:blog-5786635332508926329.post-44594287087062702812021-07-06T13:58:00.005+09:002021-07-06T14:01:04.727+09:005Gで実現する未来のロボットたち<p> <!--[if gte mso 9]><xml>
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</p><p class="MsoNoSpacing"><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: "Times New Roman";">ロボットと携帯電話通信というと、一見意外な組み合わせにも思えますが、第</span><span style="font-family: "Meiryo UI"; font-size: 12pt; mso-bidi-font-family: "Times New Roman";">5<span lang="ZH-HK">世代移動通信システム「</span>5G<span lang="ZH-HK">」は、それ以前の</span>3G<span lang="ZH-HK">や</span>4G<span lang="ZH-HK">とは異なり、単なるデータ速度の高速化や通信範囲の拡大だけでなく、未来のロボットのニーズに本格的に応える無線通信技術として期待されています。</span></span></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">5G<span lang="ZH-HK">は、国際電気通信連合(</span>ITU<span lang="ZH-HK">)が定めた標準規格</span>IMT-2020 <span lang="ZH-HK">を満たし、モバイルネットワークの構築方法、同時接続可能な端末数、周波数帯域幅、さらには対象となるアプリケーションに大きな変革を起こすことにより、これを実現します。</span></span></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">第</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">5<span lang="ZH-HK">世代無線通信(</span>5G<span lang="ZH-HK">)によって、有線から解放されて自由に歩き回る新世代のロボットが、クラウドの膨大なコンピューティング能力とデータリソースを利用して活躍する道が開かれます。ロボットは、ほぼリアルタイムで精密かつ動的に制御され、現場と世界各地にいる人や機械とつながるようになるでしょう。つまり、</span>5G<span lang="ZH-HK">によって、「未来の工場」のような、従来の通信技術やロボット技術ではとうてい不可能だったその他の</span></span><a href="https://www.mouser.com/empowering-innovation/5G?utm_source=blog&utm_medium=social&utm_campaign=eitjuly1-1#modal9" title="Analog Devices Information"><span lang="ZH-HK" style="border: 1pt none windowtext; color: #0275d8; font-family: "Meiryo UI"; font-size: 12pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">多くのアプリケーションも実現</span></a><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">するようになるのです。</span></p><p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"> </span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span></p>
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<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">最近では、ロボットをめぐる議論が盛んに行われていますが、そのなかには、人工知能(</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">AI<span lang="ZH-HK">)を搭載したロボットに世界を征服されるのではないかなど、人類の運命を憂える悲観的な意見</span></span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;">も</span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">少なくありません。ロボット肯定派は、ロボットは人間を補助するのであって、決して人間に置き換わるのではない、人間が得意</span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;">ではない</span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">仕事を行ってくれるのだと</span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;">擁護します</span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">。対するロボット否定派は、製造業などの産業ではロボットが人間に置き換わり、</span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;">多く</span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">の</span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;">人々が職を失ってしまうだろう</span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">と訴えます。本当に人間がロボットに支配されるようになるのかその真偽はさておき、少なくとも</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">5G<span lang="ZH-HK">によってロボットがかつてないほど効率的に機能するようになり、より多くの用途に対応できるようになることは、ほぼ間違いありません。</span></span></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">自動車産業に代表される製造業の世界では、ロボットはすでにいたるところで導入されており、
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<p></p><p class="MsoNormal" style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span style="font-size: x-small;"><i><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI";">個人用・医療用ドローンタクシーのイメージ図(画像:</span></i><i><span style="color: #292b2c; font-family: "Meiryo UI";">chesky /
stock.adobe.com<span lang="ZH-HK">)</span></span></i></span></p><p class="MsoNormal" style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span style="font-size: x-small;"><i><span style="color: #292b2c; font-family: "Meiryo UI";"><span lang="ZH-HK"> </span></span></i></span></p><p class="MsoNormal" style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span style="font-size: x-small;"><i><span style="color: #292b2c; font-family: "Meiryo UI";"><span lang="ZH-HK"></span></span></i></span></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">5G<span lang="ZH-HK">とロボット技術の相乗効果を理解する上で、医療分野は、ロボットに秘められた大きな可能性がうかがえる</span></span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;">格好の</span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">例と言えるでしょう。</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">5G<span lang="ZH-HK">とクラウドを利用して、病院内の物</span></span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;">を</span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">移動</span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;">させると</span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">いうようなありふれた作業だけではなく</span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;">、</span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">医師が遠隔操作し</span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;">、手術室で</span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">ロボットが執刀する遠隔手術が可能になります。この技術は、</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">2001<span lang="ZH-HK">年、内分泌外科医ジャック・マレスコー(</span>1948–<span lang="ZH-HK">)がニューヨークからコンソールを操作し、はるか</span>6,200<span lang="ZH-HK">キロ離れたフランスのストラスブールにいる患者の胆嚢摘出手術に成功した、いわゆる「リンドバーグ作戦」で初めて実証されました。</span></span></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">2025<span lang="ZH-HK">年頃には、病院の手術室にいるロボットと人間が、地球上どこにいる外科医とでもクラウドと</span>5G<span lang="ZH-HK">でつながり、手術ができるようになるかもしれません。その場合、その他の医療専門家が異なる地域からリアルタイムでその手術を支援することも可能になります。</span></span></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">夢のような話に聞こえるかもしれませんが、これはほんの始まりにすぎません。仮想現実(</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">VR<span lang="ZH-HK">)とクラウドを利用すれば、患者の画像スキャンを仮想</span>3D<span lang="ZH-HK">モデルに変換することも可能になるはずです。</span></span></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">この「デジタルクローン」を使って、医師は仮想化された患者の手術を遠隔操作し、実際の手術を</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">1<span lang="ZH-HK">台または複数のロボットに行わせます。骨、組織、臓器にはそれぞれ異なる感触がありますが、医師は仮想ながらその感触を「実感」することができます。遠隔手術の実用化までには、おそらくまだ</span>10<span lang="ZH-HK">年ほどかかると思いますが、</span>5G<span lang="ZH-HK">とロボット技術の</span></span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;">成熟とともに</span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">今後も</span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;">進歩してゆくことでしょう。</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span></p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiCbxOR6eKBGgD85K1K3-0PgR3I33qj_5JrTSACrLsSLzn9SgcEEzsmZWUAays93o9r7oAwX71OKBVwTbuHeTzQZf89OTEu-3fHMhpmu4-Bfd9Jz-JMcXec1kQ5KJBF7dr9t9TDt_P6eVU/s800/5g-vr-surgery.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="442" data-original-width="800" height="354" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiCbxOR6eKBGgD85K1K3-0PgR3I33qj_5JrTSACrLsSLzn9SgcEEzsmZWUAays93o9r7oAwX71OKBVwTbuHeTzQZf89OTEu-3fHMhpmu4-Bfd9Jz-JMcXec1kQ5KJBF7dr9t9TDt_P6eVU/w640-h354/5g-vr-surgery.jpg" width="640" /></a></div><!--[if gte mso 9]><xml>
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="table of authorities"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="macro"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="toa heading"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 5"/>
<w:LsdException Locked="false" Priority="10" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Closing"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Signature"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="true"
UnhideWhenUsed="true" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Message Header"/>
<w:LsdException Locked="false" Priority="11" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Salutation"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Date"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text First Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text First Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Note Heading"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Block Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Hyperlink"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="FollowedHyperlink"/>
<w:LsdException Locked="false" Priority="22" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Document Map"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Plain Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="E-mail Signature"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Top of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Bottom of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal (Web)"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Acronym"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Address"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Cite"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Code"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Definition"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Keyboard"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Preformatted"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Sample"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Typewriter"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Variable"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal Table"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="annotation subject"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="No List"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Contemporary"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Elegant"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Professional"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Balloon Text"/>
<w:LsdException Locked="false" Priority="39" Name="Table Grid"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Theme"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" QFormat="true"
Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" QFormat="true"
Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" QFormat="true"
Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" QFormat="true"
Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" QFormat="true"
Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" QFormat="true"
Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" SemiHidden="true"
UnhideWhenUsed="true" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
<w:LsdException Locked="false" Priority="41" Name="Plain Table 1"/>
<w:LsdException Locked="false" Priority="42" Name="Plain Table 2"/>
<w:LsdException Locked="false" Priority="43" Name="Plain Table 3"/>
<w:LsdException Locked="false" Priority="44" Name="Plain Table 4"/>
<w:LsdException Locked="false" Priority="45" Name="Plain Table 5"/>
<w:LsdException Locked="false" Priority="40" Name="Grid Table Light"/>
<w:LsdException Locked="false" Priority="46" Name="Grid Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="Grid Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="Grid Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 6"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 6"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 6"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 6"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 6"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="46" Name="List Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3"/>
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</p><p class="MsoNormal" style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span style="font-size: x-small;"><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI";">医師が</span><span style="color: #292b2c; font-family: "Meiryo UI";">VR<span lang="ZH-HK">で指揮し、ロボットが執刀する手術が実現するかもしれません。(画像:</span>Gorodenkoff /
stock.adobe.com<span lang="ZH-HK">)</span></span></span></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; line-height: 24pt; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; mso-outline-level: 3; vertical-align: baseline;"><b><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 17.5pt;"> </span></b></p><p class="MsoNormal" style="background: white none repeat scroll 0% 0%; line-height: 24pt; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; mso-outline-level: 3; vertical-align: baseline;"><b><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 17.5pt;">現在の課題</span></b><b><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 17.5pt;"></span></b></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">今日、遠隔手術のような次世代ロボットアプリケーションを実現できるロボットとその「エコシステム」は、まだ発展途上であり、</span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;">さらには</span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">、現在の</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">4G<span lang="ZH-HK">ネットワークではとても実現できるだけの特性を備えているとは言えません。こうしたアプリケーションには、ほぼ瞬時の応答が求められるため、遅延時間という測定基準をこれまでにないレベルにまで短くすることが不可欠です。遅延時間とは基本的に、</span></span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;">信号が</span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">ある</span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;">点</span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">で入力されてから</span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;">別の点で</span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">エラーなしに出力されるまでにかかる時間を指します。次世代ロボット用の信頼性の高いマシンセントリックな通信にとって、低遅延は極めて重要です。</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">現在、</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">4G LTE<span lang="ZH-HK">の往復遅延は</span>50
ms<span lang="ZH-HK">程度であるのに対し、ロボットなどのアプリケーションを実現するには、</span></span><a href="https://www.mouser.com/empowering-innovation/5G?utm_source=blog&utm_medium=social&utm_campaign=eitjuly1-2#modal7" title="TE Connectivty IoT Information"><span style="border: 1pt none windowtext; color: #0275d8; font-family: "Meiryo UI"; font-size: 12pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">5G<span lang="ZH-HK">規格</span></span></a><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">では</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">1ms<span lang="ZH-HK">未満を必須としており、これはかなり大きな技術的課題であると言えます。遅延時間をここまで短くすることは、物理学の不変の法則に関わる問題でもあり、クラウドコンピューティングやデータ速度の向上といった</span>5G<span lang="ZH-HK">のその他の利点は、これに比べればむしろ単純でさえあります。</span></span></p>
<p style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI";">これを理解するには、真空中の電磁波の速度が</span><span style="color: #292b2c; font-family: "Meiryo UI";">3 x 108m/s<span lang="ZH-CN">であることを考えてみるといいでしょう。地球の大気圏は真空ではないため、この最大速度は大気の影響でわずかに低下します。さらに、光ファイバー、地上・衛星通信回線、電子機器やインターコネクトなどの経路を信号が通過することを考慮すると、その伝搬速度は著しく低下します。結論を言えば、</span>A<span lang="ZH-CN">点から</span>B<span lang="ZH-CN">点までの物理的距離を短くすればするほど、遅延時間は短くなります。このように</span>5G<span lang="ZH-CN">は、距離を短縮することで遅延時間を</span>1ms<span lang="ZH-CN">未満に短縮しようとしています。</span></span></p>
<p style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span style="color: #292b2c; font-family: "Meiryo UI";">5G<span lang="ZH-CN">では、クラウドを構成するデータセンターの数を多くの地域に展開させる必要があります。というのは、</span>1<span lang="ZH-CN">つの場所にデータセンターがあるだけでは、他の場所までの距離が遠すぎて、遅延時間を目標レベルにまで短縮できないからです。このような展開に加えて、</span>1Gb/s<span lang="ZH-CN">を超えるデータ速度や、現在よりも一桁高い新しい携帯電話周波数を使用することが、</span>1<span lang="ZH-CN">〜</span>100km<span lang="ZH-CN">の距離を</span>1ms<span lang="ZH-CN">未満の遅延で通信する上で必要不可欠な条件になるでしょう。</span></span></p><p style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span style="color: #292b2c; font-family: "Meiryo UI";"><span lang="ZH-CN"> </span></span></p>
<h3 style="background: white none repeat scroll 0% 0%; line-height: 24pt; vertical-align: baseline;"><span lang="ZH-CN" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 17.5pt;">未来の工場</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 17.5pt;"></span></h3>
<p style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span style="color: #292b2c; font-family: "Meiryo UI";">5G<span lang="ZH-CN">は、未来の工場を実現する上でも重要な役割を果たします。ここでも</span>1ms<span lang="ZH-CN">未満の遅延が不可欠とされているからです。クラウド上でほぼ無限に近い処理能力とデータストレージが利用できることによって、</span>5G<span lang="ZH-CN">通信では、製造現場のロボットは今日よりもはるかに多くのことができるようになります。ロボットと作業員との間で膨大な情報をやりとりできるようになり、ウェアラブルなどの</span>5G<span lang="ZH-CN">対応機器や拡張現実(</span>AR<span lang="ZH-CN">)などの技術とともに、「製造現場」には革命が起きることでしょう。</span></span></p>
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Name="Body Text First Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Note Heading"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Block Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Hyperlink"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="FollowedHyperlink"/>
<w:LsdException Locked="false" Priority="22" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Document Map"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Plain Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="E-mail Signature"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Top of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Bottom of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal (Web)"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Acronym"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Address"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Cite"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Code"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Definition"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Keyboard"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Preformatted"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Sample"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Typewriter"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Variable"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal Table"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="annotation subject"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="No List"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Contemporary"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Elegant"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Professional"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Balloon Text"/>
<w:LsdException Locked="false" Priority="39" Name="Table Grid"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Theme"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" QFormat="true"
Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" QFormat="true"
Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" QFormat="true"
Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" QFormat="true"
Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" QFormat="true"
Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" QFormat="true"
Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" SemiHidden="true"
UnhideWhenUsed="true" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
<w:LsdException Locked="false" Priority="41" Name="Plain Table 1"/>
<w:LsdException Locked="false" Priority="42" Name="Plain Table 2"/>
<w:LsdException Locked="false" Priority="43" Name="Plain Table 3"/>
<w:LsdException Locked="false" Priority="44" Name="Plain Table 4"/>
<w:LsdException Locked="false" Priority="45" Name="Plain Table 5"/>
<w:LsdException Locked="false" Priority="40" Name="Grid Table Light"/>
<w:LsdException Locked="false" Priority="46" Name="Grid Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="Grid Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="Grid Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 6"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 6"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 6"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 6"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 6"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="46" Name="List Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="List Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="List Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 6"/>
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</p><p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">ロボットが移動可能になって、人間とやりとりできるようになると、製品の品質や作業員の安全性の向上とともに、生産スループットの飛躍的な向上が期待できます。この新時代の工場のどこでも低遅延を維持するには、ネットワーク内でのエッジコンピューティングに大きく依存する必要があります。エッジコンピューティングは、実際にアプリケーションが存在するネットワークの「エッジ」にインテリジェンスと機能性を持たせるもので、数十年前に分散コンピューティングで行ったものと似ています。</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span></p>
<p class="MsoNormal"><b><span style="font-family: "Meiryo UI";"> </span></b></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; line-height: 24pt; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; mso-outline-level: 3; vertical-align: baseline;"><b><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 17.5pt;">農業用ロボット</span></b><b><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 17.5pt;"></span></b></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">5G<span lang="ZH-HK">と</span></span><a href="https://www.mouser.com/empowering-innovation/5G?utm_source=blog&utm_medium=social&utm_campaign=eitjuly1-3#modal8" title="TE Connectivty IoT Information"><span style="border: 1pt none windowtext; color: #0275d8; font-family: "Meiryo UI"; font-size: 12pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">GPS<span lang="ZH-HK">ベースの位置情報</span></span></a><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">によってロボットを「テザリング」から解放することにより、ロボットはこれまで不可能だった分野でも活躍できるようになります。例えば、農業の分野で、ロボットは田畑を</span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;">巡りながら</span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">栽培状況を監視し、映像やセンサ情報を遠隔にあるコンピュータに送信したり、あるいは噴霧、剪定、収穫などの農作業も行うことができます。</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">FFRobotics<span lang="ZH-HK">社が開発した果実収穫ロボットは、ロボット制御と画像処理ソフトウェアアルゴリズムとを組み合わせ、売り物になる果実とならない果実や、熟していない果物</span></span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;">と</span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">腐っていない果実を見分けることができます。</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span></p>
<div class="separator" style="clear: both; text-align: center;"><span style="font-size: x-small;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhsECuLTKuGz-QxlammNMT86DNw896E_w9rOJ3urWcjMFfxr7EDKS3KrUIECObj5rAo1GyKulM3eqRgadBA_cnWgras5VLZ34xtVmyOIHsRMejvGTsIoyChflYVoQhTF3zNNY0NoSQ9AC0/s800/5g-farming.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="482" data-original-width="800" height="386" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhsECuLTKuGz-QxlammNMT86DNw896E_w9rOJ3urWcjMFfxr7EDKS3KrUIECObj5rAo1GyKulM3eqRgadBA_cnWgras5VLZ34xtVmyOIHsRMejvGTsIoyChflYVoQhTF3zNNY0NoSQ9AC0/w640-h386/5g-farming.jpg" width="640" /></a></span></div><p>
</p><p class="MsoNormal" style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span style="font-size: x-small;"><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI";">一見、</span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI";">ロボットには見えませんが、このトラクターは</span><span style="color: #292b2c; font-family: "Meiryo UI";">5G<span lang="ZH-HK">で制御されて農地を移動するロボットです。1つのコントローラから複数のトラクターが監視できます。(</span>Scharfsinn /
shutterstock.com<span lang="ZH-HK">)</span></span></span></p><p class="MsoNormal" style="background: white none repeat scroll 0% 0%; vertical-align: baseline;"><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 11pt;"><span lang="ZH-HK"> </span></span></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">ハイスループット植物表現型検査(</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">HTPP<span lang="ZH-HK">)という技術は、遺伝情報、センサ、ロボットを駆使して、新品種の開発、作物の栄養価の向上、環境への耐性強化などに活用されています。これはロボットに搭載されたセンサで</span></span><a href="https://www.mouser.com/empowering-innovation/5G?utm_source=blog&utm_medium=social&utm_campaign=eitjuly1-4#modal10" title="Analog Devices Information"><span lang="ZH-HK" style="border: 1pt none windowtext; color: #0275d8; font-family: "Meiryo UI"; font-size: 12pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">さまざまな特性を測定</span></a><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">し、そのデータを遠隔地にいる科学者に送信して、分析することにより実現します。その他にも、種の植え付けや栽培管理を行って農作業を効率化し、現在、人間が行っているその他の作業</span><span lang="JA" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt; mso-fareast-language: JA;">を</span><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">行うロボットも開発されています。将来的には、遠隔制御された機械による農業が普及するでしょう。</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span lang="ZH-HK" style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">最後に、</span><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">5G<span lang="ZH-HK">は、一夜にしてロボットを変えてしまうわけではないことを忘れないでおく必要があります。それを実現できるアプリケーションや技術の多くは、いまだ開発中か、まだ構想段階です。むしろ</span>5G<span lang="ZH-HK">は、ロボットをはじめとするさまざまなアプリケーションを活用できる無線通信における新時代の幕開けであると捉えるべきでしょう。さらに、移動可能なロボットも技術的に成熟するにはまだ長い道のりがあります。製造・生産から、農業、救助活動、さらには広域にわたる捜索・救助活動にいたるまで、幅広い分野で多くのロボットが活躍するようになるのは、まだ当分先のことになりそうです。</span></span></p>
<p class="MsoNormal" style="background: white none repeat scroll 0% 0%; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; vertical-align: baseline;"><span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;">5G<span lang="ZH-HK">は、ミリ波通信システムの開発から、ソフトウェア定義ネットワークや仮想ネットワークアーキテクチャ、さらには複数のロボットが狭い空間で相互干渉せずに作業ができるような無線アクセス方式にいたるまで、ネットワークのあらゆる面で膨大なイノベーションを必要とします。その中でも高い壁となっているのが遅延時間で、これをどれだけ短縮できるのかが今後の課題になります。</span></span>
<span style="color: #292b2c; font-family: "Meiryo UI"; font-size: 12pt;"></span></p>
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</p><div class="MsoNormal"><span style="font-family: helvetica;">★★★★★★★★★★★★★★★★★★★★
</span></div><div class="MsoNormal"><div class="MsoNormal"><span style="font-family: helvetica;">
Mouserブログをもっと読む</span></div><div class="MsoNormal"><span style="font-family: helvetica;"> ➡ <a href="https://www.mouser.com/blog?utm_source=jp-blog&utm_medium=social" target="_blank">Mouserサイト・英語(あらゆる種類・最新トピックの記事)</a></span></div><span style="font-family: helvetica;"> ➡ <a href="https://mouserjapan.blogspot.com/" target="_blank">日本語ページ(ピックアップして翻訳した記事)</a></span></div><div class="MsoNormal"><span style="font-family: helvetica;">★★★★★★★★★★★★★★★★★★★★</span></div><br /><p> </p><p> </p><p> </p><p> </p><p> </p>Mouser Japanhttp://www.blogger.com/profile/17823163461486682307noreply@blogger.com0tag:blogger.com,1999:blog-5786635332508926329.post-14504035985971348182021-07-06T13:34:00.004+09:002021-07-06T13:34:26.203+09:003GPP 5G リリース16で注目すべき6つポイント<p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjAo-ImYvw3xnc8XYmrBlnlXqObxLNEspjGZrW1gO-bOyzT4tnb6_x4-m_FXpMlja-fHx6Uc7OFCXxWCnnvs7m4CvOB_Z6zkvE9kDquiJJFLbg2bELDa2f5yRj8ZpkrUqMVLZ2POH_BC6s/s2048/EIT+2021_5G+Release+16_Theme+Image-min_1.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1365" data-original-width="2048" height="426" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjAo-ImYvw3xnc8XYmrBlnlXqObxLNEspjGZrW1gO-bOyzT4tnb6_x4-m_FXpMlja-fHx6Uc7OFCXxWCnnvs7m4CvOB_Z6zkvE9kDquiJJFLbg2bELDa2f5yRj8ZpkrUqMVLZ2POH_BC6s/w640-h426/EIT+2021_5G+Release+16_Theme+Image-min_1.png" width="640" /></a></div><p></p><p><!--[if gte mso 9]><xml>
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</p><p class="MsoNormal"><span style="font-family: "Meiryo UI";">5G<span lang="ZH-HK">リリース</span>16</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">が非常に注目を集めています。本書をお読みになっている方が</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">エンジニアや技術者、熱心な</span><span style="font-family: "Meiryo UI";">IoT<span lang="ZH-HK">ユーザー</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">であるか</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">、</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">あるいは</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">ごく一般のスマホユーザー</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">であったとしても</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">、</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">もっと速く、遅れない、</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">IoT<span lang="JA">の処理能力アップ、大容量通信時の安定した回線とさらなる高性能を求めていることでしょう。そんなあなたは、</span></span><span lang="ZH-HK" style="font-family: "Meiryo UI";">リリース</span><span style="font-family: "Meiryo UI";">16</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">にワクワクして仕方がないはず</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">。</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">リリース</span><span style="font-family: "Meiryo UI";">16<span lang="ZH-HK">は、企業・産業向けの新機能・高性能のテクノロジーを実用化にもたらします。効率性、サービス、自動化性能が劇的に向上するため、</span>IoT<span lang="ZH-HK">、</span> V2X<span lang="ZH-HK">通信、医療などの分野は、新たな次元へと飛躍するでしょう。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";">5G NR<span lang="ZH-HK">リリース</span>16<span lang="ZH-HK">の</span>6</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">つの主な機能強化</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p>
<ol start="1" style="margin-top: 0cm;" type="1"><li class="MsoNormal" style="mso-list: l5 level1 lfo1; tab-stops: list 36.0pt;"><b><span style="font-family: "Meiryo UI";">5GNR<span lang="ZH-HK">ベースのセルラー</span>V2X<span lang="ZH-HK">(</span>C-V2X<span lang="ZH-HK">)サイドリンク</span></span></b><span lang="ZH-HK" style="font-family: "Meiryo UI";">:リリース</span><span style="font-family: "Meiryo UI";">16 NR C-V2X<span lang="ZH-HK">直接通信モード(サイドリンク)仕様では、セルラーネットワークを使用せずに自動運転を実現する高度なユースケースをサポートする。</span></span></li></ol>
<p class="MsoNormal" style="margin-left: 36.0pt;"><span style="font-family: "Meiryo UI";"></span></p>
<ol start="2" style="margin-top: 0cm;" type="1"><li class="MsoNormal" style="mso-list: l0 level1 lfo2; tab-stops: list 36.0pt;"><b><span style="font-family: "Meiryo UI";">5GNR<span lang="ZH-HK">の機能強化</span></span></b><span lang="ZH-HK" style="font-family: "Meiryo UI";">:</span><span style="font-family: "Meiryo UI";"></span></li></ol>
<ul style="margin-top: 0cm;" type="square"><li class="MsoNormal" style="mso-list: l3 level1 lfo3; tab-stops: list 36.0pt;"><span style="font-family: "Meiryo UI";">MU-MIMO<span lang="ZH-HK">(</span>Multi-User
Multiple-Input Multiple-Output<span lang="ZH-HK">)テクノロジー:より多くのアンテナ</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">を用いて</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">受信機ダイバーシティと</span><span style="font-family: "Meiryo UI";">MIMO<span lang="ZH-HK">から大きな利得が得られる。</span></span></li><li class="MsoNormal" style="mso-list: l3 level1 lfo3; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">複数送受信ポイント</span><span style="font-family: "Meiryo UI";"> (Multi TRP)<span lang="ZH-HK">:マクロセル、スモールセル、ピコセル、フェムトセル、リモート</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">ラジオ</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">ヘッド、中継ノードなど</span><span style="font-family: "Meiryo UI";"></span></li><li class="MsoNormal" style="mso-list: l3 level1 lfo3; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">リンク信頼性の向上</span><span style="font-family: "Meiryo UI";"></span></li></ul>
<p class="MsoNormal" style="margin-left: 36.0pt;"><span style="font-family: "Meiryo UI";"> </span></p>
<ol start="3" style="margin-top: 0cm;" type="1"><li class="MsoNormal" style="mso-list: l4 level1 lfo4; tab-stops: list 36.0pt;"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">免許不要帯域での</span></b><b><span style="font-family: "Meiryo UI";">5G</span></b><span lang="ZH-HK" style="font-family: "Meiryo UI";">:リリース</span><span style="font-family: "Meiryo UI";">16<span lang="ZH-HK">により、</span>5G<span lang="ZH-HK">セルラーサービスに初めて免許不要な周波数帯が</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">開放される。</span><span style="font-family: "Meiryo UI";"></span></li></ol>
<p class="MsoNormal" style="margin-left: 36.0pt;"><span style="font-family: "Meiryo UI";"> </span></p>
<ol start="4" style="margin-top: 0cm;" type="1"><li class="MsoNormal" style="mso-list: l1 level1 lfo5; tab-stops: list 36.0pt;"><b><span style="font-family: "Meiryo UI";">5G<span lang="ZH-HK">用タイムセンシティブネットワーク(</span>TSN<span lang="ZH-HK">)</span></span></b><span lang="ZH-HK" style="font-family: "Meiryo UI";">:有線接続ができない産業現場の高い要求を満たす無線接続に対応</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">する</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">。</span><span style="font-family: "Meiryo UI";"></span></li></ol>
<p class="MsoNormal" style="margin-left: 36.0pt;"><span style="font-family: "Meiryo UI";"> </span></p>
<ol start="5" style="margin-top: 0cm;" type="1"><li class="MsoNormal" style="mso-list: l2 level1 lfo6; tab-stops: list 36.0pt;"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">無線アクセスバックホール統合伝送(</span></b><b><span style="font-family: "Meiryo UI";">IAB<span lang="ZH-HK">)</span></span></b><span lang="ZH-HK" style="font-family: "Meiryo UI";">:今回のリリースでは、</span><span style="font-family: "Meiryo UI";">5G<span lang="ZH-HK">の一部をバックホールに使用する</span>IAB<span lang="ZH-HK">規格にも対応予定。</span>IAB<span lang="ZH-HK">では、スモールセル全数をファイバーベースにする必要はなく、無線接続を使用することが可能</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">になる</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">。</span><span style="font-family: "Meiryo UI";"></span></li></ol>
<p class="MsoNormal" style="margin-left: 36.0pt;"><span style="font-family: "Meiryo UI";"> </span></p>
<ol start="6" style="margin-top: 0cm;" type="1"><li class="MsoNormal" style="mso-list: l6 level1 lfo7; tab-stops: list 36.0pt;"><b><span style="font-family: "Meiryo UI";">5GNR<span lang="ZH-HK">における</span>IoT/NB-IoT<span lang="ZH-HK">の5</span>G</span></b><span lang="ZH-HK" style="font-family: "Meiryo UI";">:リリース</span><span style="font-family: "Meiryo UI";">16<span lang="ZH-HK">では、</span>5G<span lang="ZH-HK">コアネットワーク上で</span>NB-IoT<span lang="ZH-HK">などの低消費電力モバイル</span>IoT<span lang="ZH-HK">プロトコルの展開・管理が可能</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">になる</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">。</span><span style="font-family: "Meiryo UI";"></span></li></ol>
<p class="MsoNormal" style="margin-left: 36.0pt;"><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">それでは、</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">リリース</span><span style="font-family: "Meiryo UI";">16<span lang="ZH-HK">の最も重要な</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">機能強化</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">について</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">詳しく見ていきたいと思います</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">。</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><b><span style="font-family: "Meiryo UI";"> </span></b></p>
<p class="MsoNormal"><b><span style="font-family: "Meiryo UI";">C-V2X</span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">リリース</span><span style="font-family: "Meiryo UI";">16<span lang="ZH-HK">では、端末間直接通信を可能にするサイドリンク通信が強化されています。セルラーネットワークに依存せずに半自動運転、さらには自動運転の実現が可能になります。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">特に公共安全においてサイドリンクは重要です。多くの</span><span style="font-family: "Meiryo UI";">V2X<span lang="ZH-HK">サービスは、近接性があればよく、ネットワークインフラが整備されていない地域でも動作を続けることができるからです。(<b>図1</b>)</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p>
<div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi2io3x_kQRPAOiPZTDJN3cd52Z5emNFbjzFJ2H9FimkwEleGUWyIXbyhg6l_sCw7uCRiIhHttqnnzxG2qv6_Tm3ob3DBhyphenhyphenht2T2D5YqmrlTGcd_73H8J_1-NCu-ggxoH4BSbeNCkvV0LU/s1201/5G+V2X+Sidelink-min.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="471" data-original-width="1201" height="250" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi2io3x_kQRPAOiPZTDJN3cd52Z5emNFbjzFJ2H9FimkwEleGUWyIXbyhg6l_sCw7uCRiIhHttqnnzxG2qv6_Tm3ob3DBhyphenhyphenht2T2D5YqmrlTGcd_73H8J_1-NCu-ggxoH4BSbeNCkvV0LU/w640-h250/5G+V2X+Sidelink-min.jpg" width="640" /></a></div><p class="MsoNormal"> <b><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-style: italic;">図</span></b><b><span style="font-family: "Meiryo UI"; mso-bidi-font-style: italic;">1</span></b><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-style: italic;">:</span><span style="font-family: "Meiryo UI"; mso-bidi-font-style: italic;">5G NR<span lang="ZH-HK">リリース</span>16<span lang="ZH-HK">により公共安全が強化されます。</span>(<span lang="ZH-HK">画像:</span>Qualcomm)</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">サイドリンクを使えば、車両はより簡単に</span><a href="https://www.hh.se/english/research/research-environments/embedded-and-intelligent-systems-eis/technology-area-system-of-cyber-physical-systems/research-projects-within-system-of-cyber-physical-systems/5g-v2x---communication-for-platooning.html"><span lang="ZH-HK" style="font-family: "Meiryo UI";">隊列走行</span></a><span lang="ZH-HK" style="font-family: "Meiryo UI";">が可能になり、衝突回避や協調的車線変更のような重要な安全機能が実用化します。</span><span style="font-family: "Meiryo UI";">C-V2X<span lang="ZH-HK">によって、自動車や電気自動車の安全性を大幅に高める本格的な実装が可能になり、最終的には自動運転車による安全な路上走行が実現するでしょう。</span></span></p>
<p class="MsoNormal"><b><span style="font-family: "Meiryo UI";"> </span></b></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">複数送受信ポイント</span></b><b><span style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">リリース</span><span style="font-family: "Meiryo UI";">16<span lang="ZH-HK">において本格的な5</span>G<span lang="ZH-HK">普及につながるもう一つの重要な機能強化は</span>Multi-TRP<span lang="ZH-HK">です。これは、マクロセル、スモールセル、ピコセル、フェムトセル、リモートラジオヘッド(</span>RRH<span lang="ZH-HK">)、中継ノードで構成されます。この</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">多くの</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">送受信ポイントにより、信頼性、カバレッジ、容量性能が大幅に向上します。</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";">5G<span lang="ZH-HK">のモバイルデータトラフィックは、特に</span>Multi-TRP<span lang="ZH-HK">によるネットワークセルのエッジにあるワイヤレス端末によって大幅に増加します</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">が</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">、信号の送受信が強化されるため、スループットは向上するでしょう。</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><b><span style="font-family: "Meiryo UI";"> </span></b></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">免許不要帯域での</span></b><b><span style="font-family: "Meiryo UI";">5G</span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">現在の</span><span style="font-family: "Meiryo UI";">5G<span lang="ZH-HK">向け免許帯域には 世界で</span>40<span lang="ZH-HK">以上の周波数帯があります。</span></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">免許不要帯域として、</span><span style="font-family: "Meiryo UI";">5GHz<span lang="ZH-HK">帯と</span>6GHz<span lang="ZH-HK">帯(米国</span>5925-7125MHz<span lang="ZH-HK">帯、欧州</span>5925-6425MHz<span lang="ZH-HK">)が開放されることにより、世界でさらに多くの周波数が利用できるようになります。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"></span></p><p>
<span style="font-family: "Meiryo UI"; font-size: 10.0pt; mso-ansi-language: EN-US; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-fareast-language: ZH-HK;">1,200MHz<span lang="ZH-HK">の免許不要帯域が追加され、免許不要周波数帯が膨大に増えたため、輸送コンテナ港でのスマートな物流、遠隔地のコネクテッドマイニングの生産性向上、倉庫管理のスマート化など</span></span><span lang="JA" style="font-family: "Meiryo UI"; font-size: 10.0pt; mso-ansi-language: EN-US; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-fareast-language: JA;">、</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 10.0pt; mso-ansi-language: EN-US; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-fareast-language: ZH-HK;">産業用</span><span style="font-family: "Meiryo UI"; font-size: 10.0pt; mso-ansi-language: EN-US; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-fareast-language: ZH-HK;">IoT<span lang="ZH-HK">(</span>IIoT<span lang="ZH-HK">)において、スタンドアロン型</span> NR-U<span lang="ZH-HK">(</span>New Radio
Unlicensed<span lang="ZH-HK">)を活用する新しい領域や市場が生まれることでしょう。アンカー型</span>NR-U<span lang="ZH-HK">は、密集した都市部のホットスポットやモール、キャンパスに高速通信をもたらすことが期待できます。(<b>図</b></span><b>2</b><span lang="ZH-HK">)</span></span></p><p><span style="font-family: "Meiryo UI"; font-size: 10.0pt; mso-ansi-language: EN-US; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-fareast-language: ZH-HK;"><span lang="ZH-HK"> </span></span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiXePg9tyxd2cpeLDIGlizFtG9X9REh1VvXUPErIHyaAvjUw5jggJGrRhJmX4LKJVk12z2skGNTAVeNDLyYDp_al8IzXJrMcQVCqdGa00qSsCXsq41ivPfBOeoBYq1LIaxVStD25yVoKS4/s600/NR-U+Deployment+Scenarios-min.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="253" data-original-width="600" height="270" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiXePg9tyxd2cpeLDIGlizFtG9X9REh1VvXUPErIHyaAvjUw5jggJGrRhJmX4LKJVk12z2skGNTAVeNDLyYDp_al8IzXJrMcQVCqdGa00qSsCXsq41ivPfBOeoBYq1LIaxVStD25yVoKS4/w640-h270/NR-U+Deployment+Scenarios-min.png" width="640" /></a></div> <!--[if gte mso 9]><xml>
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<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-parent:"";
mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
mso-para-margin:0cm;
mso-para-margin-bottom:.0001pt;
mso-pagination:widow-orphan;
font-size:10.0pt;
font-family:"Times New Roman",serif;
mso-fareast-language:ZH-HK;}
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<![endif]-->
<p></p><p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-style: italic;">図</span></b><b><span style="font-family: "Meiryo UI"; mso-bidi-font-style: italic;">2</span></b><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-style: italic;">:ユーザープレーン(</span><span style="font-family: "Meiryo UI"; mso-bidi-font-style: italic;">UP<span lang="ZH-HK">)ルートは、ネットワーク設計に依存するのに対して、</span>NR-U<span lang="ZH-HK">展開シナリオには、アンカー型</span>NR-U<span lang="ZH-HK">用に示されたコントロールプレーン(</span>CP<span lang="ZH-HK">)ルートが含まれています。(図:</span>Qualcomm<span lang="ZH-HK">)</span></span></p>
<p class="MsoNormal"><i><span style="font-family: "Meiryo UI";"><br /></span></i></p><p class="MsoNormal"><span style="font-family: "Meiryo UI";">NR-U<span lang="ZH-HK">は、既存の</span>IEEE
802.11/Wi-Fi<span lang="ZH-HK">システムとの共存を可能にします。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">また</span><span style="font-family: "Meiryo UI";">6GHz<span lang="ZH-HK">帯は、</span>Wi-Fi<span lang="ZH-HK">と</span>5G<span lang="ZH-HK">にさらに帯域幅をもたらします。アンカー型</span>NR-U<span lang="ZH-HK">を使って免許帯域や共用帯域をアンカーとして組み合わせて、</span>LAA<span lang="ZH-HK">(ライセンス補助アクセス)、または</span>CBRS<span lang="ZH-HK">(</span>Citizens Broadband Radio Service<span lang="ZH-HK">:市民ブロードバンド無線サービス)などの共用帯域が利用できるようになれば、導入が加速し、</span>5G<span lang="ZH-HK">の高速通信でユーザー体験は向上するでしょう。スタンドアロン型</span>NR-U<span lang="ZH-HK">を使用することで、免許不要帯を利用した</span>5G<span lang="ZH-HK">プライベートネットワークの導入が可能になります。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><b><span style="font-family: "Meiryo UI";">5G<span lang="ZH-HK">用タイムセンシティブネットワーク(</span>TSN<span lang="ZH-HK">)</span></span></b></p>
<p class="MsoNormal"><b><span style="font-family: "Meiryo UI";"></span></b><span style="font-family: "Meiryo UI";">TSN<span lang="ZH-HK">とは、</span>IEEE
802.1<span lang="ZH-HK">ワーキンググループのタイムセンシティブネットワーク(</span>TSN<span lang="ZH-HK">)タスクグループによって策定されたネットワーク規格です。</span>
TSN<span lang="ZH-HK">は、業務プロセス</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">と</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">分析を管理する</span><span style="font-family: "Meiryo UI";">IT<span lang="ZH-HK">ネットワークと、製造現場で稼働する機器を管理する産業用ネットワークとの間の重要な橋渡しとなります。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";">TSN<span lang="ZH-HK">規格は、タイムクリティカルなデータに対し、時間の同期性の保証されたネットワークを提供し、センサからのデータを受信する制御システムやコンピュータビジョンなどのアプリケーションに最適です。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";">Industry 4.0<span lang="ZH-HK">と</span>IIoT<span lang="ZH-HK">は、自動車、石油・ガス、公共</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">事業</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">、食品・飲料、医薬品などの幅広い産業垂直市場にわたって普及しつつあります。</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">リリース</span><span style="font-family: "Meiryo UI";">16<span lang="ZH-HK">によって、コンピュータビジョンやセンサからのデータを受信する制御システムの保証されたリアルタイム性は向上します。</span>5G<span lang="ZH-HK">が産業用制御システムやデータトラフィックに対応できるのは、低遅延と高い信頼性の決定性機能によるところが大きいと言えます。</span></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">「</span><span style="font-family: "Meiryo UI";">TSN over 5G<span lang="ZH-HK">」は、</span>5G<span lang="ZH-HK">上で</span>TSN<span lang="ZH-HK">サービスをサポートし、センサやアクチュエータなどの産業用デバイスと産業用コントローラとの間の効率的な通信をワイヤレスで実現します。</span>Industry
4.0<span lang="ZH-HK">ソリューションには、工場のシステムを改善する上でこのサービスが必要です。</span></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">この</span><span style="font-family: "Meiryo UI";">TSN over 5G<span lang="ZH-HK">は、</span>5G <span lang="ZH-HK">システム上での</span>TSN<span lang="ZH-HK">同期と</span>TSN<span lang="ZH-HK">イーサネットの運用、</span>5G<span lang="ZH-HK">超高信頼低遅延(</span>URLLC<span lang="ZH-HK">)通信、</span>5G<span lang="ZH-HK">エンドツーエンド</span>
QoS<span lang="ZH-HK">(サービス品質)管理、</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">さらには</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">インテリジェントなスケジューラ・アルゴリズム</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">によって実現されます。</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;"></span></p><p class="MsoNormal"><b><span style="font-family: "Meiryo UI";"> </span></b></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">まとめ</span></b><b><span style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";">5G<span lang="ZH-HK">サービスがより高度なソリューションによって進化を続ける中、さらに劇的な技術的進歩が起きようとしています。リリース</span>16<span lang="ZH-HK">は、企業・産業向けの新機能・高性能を実現します。効率性、サービス、自動化性能が劇的に向上するため、</span>IoT<span lang="ZH-HK">、</span> V2X<span lang="ZH-HK">通信、医療などの分野は、新たな次元へと飛躍するでしょう。</span></span></p>
<span style="font-family: "Meiryo UI"; font-size: 10.0pt; mso-ansi-language: EN-US; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-fareast-language: ZH-HK;"><br style="mso-special-character: line-break;" />
<br style="mso-special-character: line-break;" />
</span><span style="font-family: "Meiryo UI";"><span lang="ZH-HK"> <br /></span></span>
<p>
</p><div class="MsoNormal"><span style="font-family: helvetica;">★★★★★★★★★★★★★★★★★★★★
</span></div><div class="MsoNormal"><div class="MsoNormal"><span style="font-family: helvetica;">
Mouserブログをもっと読む</span></div><div class="MsoNormal"><span style="font-family: helvetica;"> ➡ <a href="https://www.mouser.com/blog?utm_source=jp-blog&utm_medium=social" target="_blank">Mouserサイト・英語(あらゆる種類・最新トピックの記事)</a></span></div><span style="font-family: helvetica;"> ➡ <a href="https://mouserjapan.blogspot.com/" target="_blank">日本語ページ(ピックアップして翻訳した記事)</a></span></div><div class="MsoNormal"><span style="font-family: helvetica;">★★★★★★★★★★★★★★★★★★★★</span></div><p class="MsoNormal"><span style="font-family: helvetica;"><br /></span></p><p class="MsoNormal"><br /><span style="font-family: helvetica;"><span style="font-family: helvetica; mso-fareast-font-family: "Meiryo UI";"><b>著者</b></span></span></p><p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhQmocLat2HfRilWVggXRHp9-Gl5YX2OT_aYirl0z3_2DaXFPMZ_dR9ScPJwGLa9kxJbcv5uBmBxhyphenhyphen-PhSLoQFIIuAshA1lTCZFSuA_Mg29JtpQlb3etUQLNU_ilXTyfFsJhQqxGOWzffQ/s252/steve-taranovich-profile.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="252" data-original-width="250" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhQmocLat2HfRilWVggXRHp9-Gl5YX2OT_aYirl0z3_2DaXFPMZ_dR9ScPJwGLa9kxJbcv5uBmBxhyphenhyphen-PhSLoQFIIuAshA1lTCZFSuA_Mg29JtpQlb3etUQLNU_ilXTyfFsJhQqxGOWzffQ/s0/steve-taranovich-profile.jpg" /></a></div><p></p><p><!--[if gte mso 9]><xml>
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<![endif]--></p><p><b><span style="font-family: "Meiryo UI"; font-size: 10.0pt; mso-ansi-language: EN-US; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-fareast-language: ZH-HK;">Steve Taranovich</span></b><span lang="JA" style="font-family: "Meiryo UI"; font-size: 10.0pt; mso-ansi-language: EN-US; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-fareast-language: JA;">:</span><span style="font-family: "Meiryo UI"; font-size: 10.0pt; mso-ansi-language: EN-US; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-fareast-language: ZH-HK;"> </span></p><p><span style="font-family: "Meiryo UI"; font-size: 10.0pt; mso-ansi-language: EN-US; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-fareast-language: ZH-HK;">NASA<span lang="ZH-HK">とグラマン社のエンジニア、宇宙飛行士、技術者の証言に基づきアポロ計画の実話を描いたノンフィクション『</span> Guardians
of the Right stuff<span lang="ZH-HK">』の著者。</span>2012<span lang="ZH-HK">年から</span>2019<span lang="ZH-HK">年まで、ニュースサイト</span>EETime<span lang="ZH-HK">および</span>Planet Analog<span lang="ZH-HK">の編集長、</span>EDN Analog and Power Management Design Centers<span lang="ZH-HK">のシニアテクニカルエディターを歴任。</span>40<span lang="ZH-HK">年におよぶ電子回路設計・機器設計</span></span><span lang="JA" style="font-family: "Meiryo UI"; font-size: 10.0pt; mso-ansi-language: EN-US; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-fareast-language: JA;">経験と</span><span style="font-family: "Meiryo UI"; font-size: 10.0pt; mso-ansi-language: EN-US; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-fareast-language: ZH-HK;">9<span lang="ZH-HK">年におよぶエレクトロニクス</span></span><span lang="JA" style="font-family: "Meiryo UI"; font-size: 10.0pt; mso-ansi-language: EN-US; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-fareast-language: JA;">業界での</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 10.0pt; mso-ansi-language: EN-US; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-fareast-language: ZH-HK;">技術記事執筆・編集実績を持つ。専門領域は、アナログエレクトロニクス、宇宙エレクトロニクス、オーディオ、</span><span style="font-family: "Meiryo UI"; font-size: 10.0pt; mso-ansi-language: EN-US; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-fareast-language: ZH-HK;">RF<span lang="ZH-HK">・通信、電源管理、電気工学、集積回路(</span>IC<span lang="ZH-HK">)など。また専門分野においてメディア、コミュニケーションで高い実績を持つ。</span>1972<span lang="ZH-HK">年、</span>New York University<span lang="ZH-HK">で電子工学学士(</span>BEEE<span lang="ZH-HK">)を取得、</span>1989<span lang="ZH-HK">年、</span>Polytech University<span lang="ZH-HK">で電気工学修士(</span>MSEE<span lang="ZH-HK">)を取得。</span>1972<span lang="ZH-HK">年から</span>1988<span lang="ZH-HK">年まで、オーディオ(</span>8<span lang="ZH-HK">年間)とマイクロ波(</span>8<span lang="ZH-HK">年間)の分野で回路設計者として活躍。</span></span></p><p> </p><p> </p>Mouser Japanhttp://www.blogger.com/profile/17823163461486682307noreply@blogger.com0tag:blogger.com,1999:blog-5786635332508926329.post-59052054372592119282021-06-03T11:18:00.004+09:002021-06-03T11:18:22.749+09:00AIでより快適な生活を ~身体的障害にAIソリューション~<p> <br /></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiaLRqfUM0XDdBPUDvHZ1IXkrASzNJR0ooM8-qkFvtZXgES1KqmFQIRmRRq5rP2v3oRdybGEX6Kt4z1pY8KYe_N3jkualoFkzoVqOdimeYmDkELrsjWSOCR14TWf63fdZhC_At08unP0O8/s2048/Matuschek_AI+for+Physical+Disabilities_Theme+Image_min.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1365" data-original-width="2048" height="426" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiaLRqfUM0XDdBPUDvHZ1IXkrASzNJR0ooM8-qkFvtZXgES1KqmFQIRmRRq5rP2v3oRdybGEX6Kt4z1pY8KYe_N3jkualoFkzoVqOdimeYmDkELrsjWSOCR14TWf63fdZhC_At08unP0O8/w640-h426/Matuschek_AI+for+Physical+Disabilities_Theme+Image_min.png" width="640" /></a></div><!--[if gte mso 9]><xml>
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<p></p><p class="MsoNormal"><span style="font-size: x-small;"><i><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">(写真:</span></i><i><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">Andrey_Popov/Shutterstock.com<span lang="ZH-HK">)</span></span></i></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;"> </span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">人工知能(</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">AI<span lang="ZH-HK">)は、私たちの社会や生活に急速に浸透し、さまざまな分野に変革をもたらしています。近年の深層学習や強化学習などの進歩によって、この動向はますます加速していきそうです。</span>AI<span lang="ZH-HK">の進歩は、視覚障害や音声・言語障害、手足の欠損・損傷などの身体的障害を持つ人々からも特に高い関心が寄せられています。つい最近まで困難と思われていた社会参加への道が</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-fareast-language: JA;">、</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">AI<span lang="ZH-HK">によってさらに開かれることが期待できます。テクノロジーは生活をただ便利で快適にするだけではありません。むしろその真の目的とは、以前は困難だったこと、不可能だったことを可能にすること</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-fareast-language: JA;">に</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">あるはずです。</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-fareast-language: JA;"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">視覚障害者向け</span></b><b><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">AI<span lang="ZH-HK">ソリューション</span></span></b></p>
<p class="MsoNormal"><b><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;"> </span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">スクリーンリーダーや点字ディスプレイなど、視覚障害者向けの支援技術はかなり以前からあったのですが、近年では</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">AI<span lang="ZH-HK">によって大幅に進歩しました。優れた音声合成アルゴリズムとスマートフォンや専用支援機器を活用することで、テキストの読み上げ(</span>TTS<span lang="ZH-HK">)機能が一段と利用しやすくなり、電子書籍をハンズフリーで聴けるなど、端末間通信の利用も可能になりました。これには、画像処理、特に光学文字認識(</span>OCR<span lang="ZH-HK">)の進歩によってテキストを音声合成できるようになったことが大きく</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-fareast-language: JA;">寄与</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">しています。その代表的な例が</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">Google<span lang="ZH-HK">レンズですが、例えば、カメラに写った交通標識の画像からテキストを認識して、データを処理できます。同じロジックが音声認識(</span>STT<span lang="ZH-HK">)アプリに適用されており、以前のようにキーボードや特別なソフトウェアを使わなくても、今ではモバイルで手軽にテキストコミュニケーションができるようになりました。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;"> </span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">ただし、ユーザーインターフェイス設計、特にエラー耐性には、より慎重な注意が求められます。一般ユーザーにとって、あるコマンドの誤認識や読み込み失敗は、単なるエラーにすぎませんが、障害者にとっては、緊急時に電話がかけられなくなるなど、生死にかかわる深刻な問題になりかねません。インターフェイス設計における問題に関しては、例えば、タッチ入力が必要な音声インターフェイスの場合、エラーが発生すると、視覚障害者は一切操作ができなくなります。</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">音声言語・聴覚障害者向け</span></b><b><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">AI<span lang="ZH-HK">ソリューション</span></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">テキストの読み上げ(</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">TTS<span lang="ZH-HK">)や音声認識(</span>STT<span lang="ZH-HK">)は、音声言語・聴覚障害のある人々の支援にも利用されています。タイピングの運動技能のある人なら、</span>TTS<span lang="ZH-HK">で「声」を取り戻すことができます。あのスティーヴン・ホーキング博士も特別に開発された音声合成ソフトウェアを使って自分の声を取り戻していたことは、よく知られています。同じようなソフトウェアが今では広く使われています。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;"> </span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">音声からテキストに文字を起こす「音声文字変換」は、音声認識(</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">STT<span lang="ZH-HK">)の応用例です。主に商業利用で注目を集めている領域ですが、柔軟で確実な文字変換技術によって、聴覚障害者はこれまで利用できなかったメディアも活用できるようになります。</span>YouTube<span lang="ZH-HK">はこの技術を使って多言語のライブ字幕を作成し、多くのエンターテイメントや教育用リソースをより幅広いユーザーに提供しています。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;"> </span></p><p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">義肢装具のための</span></b><b><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">AI<span lang="ZH-HK">ソリューション</span></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">多くの技術的進歩が、結果的に障害者の支援につながっている一方で、</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">AI<span lang="ZH-HK">研究の世界では、医学研究と密接に協力し、障害の軽減を目的とした研究も行われています。この点で最も興味深い研究の</span>1<span lang="ZH-HK">つが義肢の開発です。ひと昔前、義肢はまったく動きませんでしたが、今では機械的に柔軟な義手や義足が一般的となり、最近のアルゴリズム設計の進歩、さらにはチップの高性能化と小型化のおかげで、この分野は大幅な進歩を遂げました。最新の義肢は、信号処理アルゴリズムの向上により、神経系からの入力に迅速に反応し、例えば、床の状態など、異なる環境に合わせて適応できます。これにより、今までよりも自然で直感的な動きが可能になり、人工の手足は人間の手足に一段と近づくようになりました。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;"> </span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">障害者の生活の質を高めるために従来からあるアプローチには、このほかにも、理学療法があります。これまでは、障害者の身体の状態を診断するのは、医者や理学療法士の役割であるとされてきました。しかし、時間的制約や不完全な情報から、個人に合わせて最適な治療計画を作成するのが困難なことがあります。その結果、教科書通りの治療が行われるのですが、個々の状況に効果があるとは限りません。</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;"> </span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">AI<span lang="ZH-HK">を活用すれば、こうした状況に対応できます。例えば、画像認識ソフトウェアでは、歩き方や姿勢のわずかな乱れを解析して、その人に合ったエクササイズを提案したり、改善状況が詳細にわかるため、より速い改善が期待できます。治療を受ける側にとっても、より早く成功体験が得られ、また目標の設定や、何が効果があり、何が効果がなかったのか自らフィードバックを行うことで、より大きなモチベーションにもつながります。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">まとめ</span></b><b><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">障害者の生活の質を高めるための</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">AI<span lang="ZH-HK">技術は、既存の技術から副次的に生まれたものから、障害者のために設計されたものまで、すでに数多くあります。しかし、まだ技術的</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-fareast-language: JA;">な</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">課題が多く残っているため、</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">AI<span lang="ZH-HK">が社会的弱者であるこの層の人々の生活を大きく改善するまでにはいたっていません。障害者の社会参加に向けて大きく前進するには、政府や企業がもっと製品開発において障害</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri; mso-fareast-language: JA;">に</span><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;">配慮するよう努め、理想的には開発段階で障害者を起用するなどの取り組みが必要になります。</span><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;"></span></p>
<p class="MsoNormal"> <span style="font-family: "Meiryo UI";"><span lang="ZH-HK"> <br /></span></span></p>
<p>
</p><div class="MsoNormal"><span style="font-family: helvetica;">★★★★★★★★★★★★★★★★★★★★
</span></div><div class="MsoNormal"><div class="MsoNormal"><span style="font-family: helvetica;">
Mouserブログをもっと読む</span></div><div class="MsoNormal"><span style="font-family: helvetica;"> ➡ <a href="https://www.mouser.com/blog?utm_source=jp-blog&utm_medium=social" target="_blank">Mouserサイト・英語(あらゆる種類・最新トピックの記事)</a></span></div><span style="font-family: helvetica;"> ➡ <a href="https://mouserjapan.blogspot.com/" target="_blank">日本語ページ(ピックアップして翻訳した記事)</a></span></div><div class="MsoNormal"><span style="font-family: helvetica;">★★★★★★★★★★★★★★★★★★★★</span></div><p class="MsoNormal"><span style="font-family: helvetica;"><br /></span></p><p class="MsoNormal"><br /><span style="font-family: helvetica;"><span style="font-family: helvetica; mso-fareast-font-family: "Meiryo UI";"><b>著者</b></span></span></p><p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhSAKDsz8KoARqnGgpXrT69_TrVYJxI4D1roNqzbX_R0eYvyzrk8YstJcBOY4Enw3A7O7vf34vohyphenhyphen3WfIW3q7NZe2dqmmL-dt9RWJZuJwoJdTeOuZV6fg8kPOpNwBqlkXEXAESRl9MGQC8/s612/Matuschek%252CMichael04_portrait.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="612" data-original-width="466" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhSAKDsz8KoARqnGgpXrT69_TrVYJxI4D1roNqzbX_R0eYvyzrk8YstJcBOY4Enw3A7O7vf34vohyphenhyphen3WfIW3q7NZe2dqmmL-dt9RWJZuJwoJdTeOuZV6fg8kPOpNwBqlkXEXAESRl9MGQC8/s320/Matuschek%252CMichael04_portrait.jpg" /></a></div><p></p><p><!--[if gte mso 9]><xml>
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</p><p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;"><b>Michael Matuschek</b><span lang="ZH-HK"></span></span></p><p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;"><span lang="ZH-HK"> </span></span></p><p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-bidi-font-family: Calibri;"><span lang="ZH-HK">ドイツ・デュッセルドルフのシニアデータサイエンティスト。コンピュータサイエンスで修士号、数理言語学で博士号を取得。各種産業界および学術界にて様々な自然言語処理プロジェクトに参画。専門テーマはレビューの感情分析、顧客メール分類、オントロジーエンリッチ
メントなど。</span></span></p>
Mouser Japanhttp://www.blogger.com/profile/17823163461486682307noreply@blogger.com0tag:blogger.com,1999:blog-5786635332508926329.post-52020053995539509832021-05-20T15:58:00.004+09:002021-05-20T16:01:46.461+09:00「おすすめ」がおすすめじゃない時。レコメンド機能をうまく設計するコツ<p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiJwDvayOojXEsM7tjOA_DYIaKZLBycowhINjhyphenhyphenjvCxv725i22DO_vWtrnD5jZToDJNgs5APa4c0jt8QmPdJcRSva9Jd4etYg__00qBf7Bb3yqs23ZEHoE9p24kvOO9KiSn_X6URGNEOQg/s2048/shutterstock_746228473.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1365" data-original-width="2048" height="426" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiJwDvayOojXEsM7tjOA_DYIaKZLBycowhINjhyphenhyphenjvCxv725i22DO_vWtrnD5jZToDJNgs5APa4c0jt8QmPdJcRSva9Jd4etYg__00qBf7Bb3yqs23ZEHoE9p24kvOO9KiSn_X6URGNEOQg/w640-h426/shutterstock_746228473.jpg" width="640" /></a></div><p></p><p><!--[if !mso]>
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</p><p class="MsoNormal"><span style="font-size: x-small;"><i><span lang="ZH-HK" style="font-family: "Meiryo UI";">(画像:</span></i><i><span style="font-family: "Meiryo UI";">Matej Kastelic/Shutterstock.com<span lang="ZH-HK">)</span></span></i></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">レコメンド機能による「おすすめ」にがっかりすることはありませんか。映画評論サイト「ロッテントマト(</span><span style="font-family: "Meiryo UI";">Rotten Tomatoes<span lang="ZH-HK">)」では、評論家やユーザーの評価をまとめて掲載していますが、ここで</span>90%<span lang="ZH-HK">以上の高評価を獲得した映画が必ずしも私の好みに合うとは限りません。むしろ</span>30%<span lang="ZH-HK">未満の作品のほうがよっぽど面白かったこともあります。このおかしな現象を人工知能(</span>AI<span lang="ZH-HK">)は解消できるのでしょうか。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";">AI<span lang="ZH-HK">システムを育てるには、質の高い入力データが必要です。米国音楽配信の</span>Pandora<span lang="ZH-HK">のレコメンドエンジンには、各楽曲のジャンル、リズム、コード進行に関する人間による注釈と、ユーザーからの何千億ものフィードバックが統合されています。次に、これを</span>70<span lang="ZH-HK">以上ものアルゴリズムにかけるのです。気の遠くなる作業ですよね。その割には、なかなか好きな曲が表示されず、残念な気もします。そこで、自分の好みの映画が見つかる、もっとシンプルな</span>AI<span lang="ZH-HK">システムを紹介したいと思います(<b>画像1</b>)。私がいつも行っているデザインプロセスを順を追って説明していきます。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiLWcLUWx6ywSgqq_Tgx4VvNoD_yd_u4BZe1yhAx7Bw1fhjd6J_yjU-Ve8T24yDz9abnl__2beqZjNFq47-ZdDs2o0B6Ap7s4gwKr594agjM1L0w72yM6fkn_uX27EUVBUXO_BwliAe97Y/s1024/Figure+2_BuildingBetterAIRecEngines.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="768" data-original-width="1024" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiLWcLUWx6ywSgqq_Tgx4VvNoD_yd_u4BZe1yhAx7Bw1fhjd6J_yjU-Ve8T24yDz9abnl__2beqZjNFq47-ZdDs2o0B6Ap7s4gwKr594agjM1L0w72yM6fkn_uX27EUVBUXO_BwliAe97Y/w640-h480/Figure+2_BuildingBetterAIRecEngines.png" width="640" /></a></div><p></p><p class="MsoNormal"><span style="font-family: "Meiryo UI"; mso-fareast-language: JA; mso-no-proof: yes;"></span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><i><span style="font-size: x-small;"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">画像1</span></b><span lang="ZH-HK" style="font-family: "Meiryo UI";">:シンプルなステップでもっと賢い</span><span style="font-family: "Meiryo UI";">AI<span lang="ZH-HK">レコメンドエンジンを構築する(画像:マウザー・エレクトロニクス)</span></span></span></i><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><b><span style="font-family: "Meiryo UI";"> </span></b></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">まずは質問から</span></b><b><span style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">まず、要点を1つの質問にしてみます。「より賢く、より精度の高い映画レコメンドエンジンとはどんなものか」。次に、ユーザーが求める利点(目的)を書いてみます。「自分の好みの映画をシステムが正確に予測してくれること」。もちろん、この</span><span style="font-family: "Meiryo UI";">2<span lang="ZH-HK">つ文の間には大きな空白があるのですが、この利点は最初の質問の答えとなっていなければなりません。もし答えとならない場合、あるいはこの質問の答えとなる利点が他にも考えられるなら、最初に戻り、質問と利点が一致するまで、そのいずれかを単純化していかなければなりません。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">出発点とゴールが明確になったら、ゴールから出発点に向かって、どの地点でも最初の質問の答えになるよう単純化してゆきます。既存のソリューションの不満点を言わせてもらえば、
例えば、ロッテントマトには多くのレビューが掲載されていますが、ユーザーはどの映画がいいかレビューを読んで分析しなければなりません。<i>こちらが頭を使</i>わなくてはならないのです。私がその映画を気にいるかどうかはシステムに判断させるべきではないでしょうか。あるいはもっと</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">単純に</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">、システム</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">は</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">私が好きそうな映画だけを表示</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">するべきです</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">。</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">機械が機械らしく機能するためには、データから感情を取り除き、人間性が排除されなければなりません。</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">この</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">意味で、映画評論家は意見を持ちすぎています。ここで必要なのはただ</span><span style="font-family: "Meiryo UI";">2<span lang="ZH-HK">つ、「いいね(好き)」か「やだね(嫌い)」です。つまり「</span>1<span lang="ZH-HK">」か「</span>0<span lang="ZH-HK">」という</span>2<span lang="ZH-HK">進法の世界になるので、問題はこの上なく単純化されます。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">システムの概要を考えるにあたり、私はよく一般化して考えてみます。「映画評論家の意見は、私とは考え方が違うため信頼できない。システムは私と同じ考え方の人たちと私をマッチングさせる必要がある」。ここで極めて重要な質問は、「なぜその人の意見が信頼できるのか」です。既存のシステムの多くは「</span><span style="font-family: "Meiryo UI";">1<span lang="ZH-HK">」(好きな映画)にばかり依存し、「</span>0<span lang="ZH-HK">」(嫌いな映画)を無視していますが、そこに間違いがあると私は思います。というのも、この「</span>0<span lang="ZH-HK">」こそ</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">、</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">機械の精度を飛躍的に改善してくれるからです。</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">例えば、シカゴ出身のジェレミーというユーザーが、映画<i>『ゴッドファーザー</i></span><i><span style="font-family: "Meiryo UI";">Part III <span lang="ZH-HK">』</span></span></i><span lang="ZH-HK" style="font-family: "Meiryo UI";">が好きで、<i>『トップガン マーヴェリック』</i>が嫌いだったとします。私も両作品については同じ意見です。次にジェレミーが私のまだ見ていない映画<i>『リズム・セクション』</i>を見て、
「いいね」をつけたとします。この情報に基づき、システムは私に<i>『リズム・セクション』</i>(<b>画像</b></span><b><span style="font-family: "Meiryo UI";">2</span></b><span lang="ZH-HK" style="font-family: "Meiryo UI";">)を勧めます。この映画を見た後、私も「いいね」をつければ、ジェレミーのレコメンドの重みが上がり、彼のコメントの信頼度も上がります。</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhwznyZFq0K0xp4813QzAoxE5YHdvHAWBAacN0Vbrqb1SCm9EyvTXfGDDZcc1yz2udHro2vBRCUqDyQTaSv0Y5FMBK3ip22NI2Q53JUuUFrS5jMltZNfN1SZNs2BSuaHN0gBouF2sItTec/s840/Figure+2_You+may+also+like.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="472" data-original-width="840" height="360" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhwznyZFq0K0xp4813QzAoxE5YHdvHAWBAacN0Vbrqb1SCm9EyvTXfGDDZcc1yz2udHro2vBRCUqDyQTaSv0Y5FMBK3ip22NI2Q53JUuUFrS5jMltZNfN1SZNs2BSuaHN0gBouF2sItTec/w640-h360/Figure+2_You+may+also+like.png" width="640" /></a></div><span style="font-size: x-small;"><b><i><span lang="ZH-HK" style="font-family: "Meiryo UI";">画像</span></i></b><b><i><span style="font-family: "Meiryo UI";">2</span></i></b><i><span lang="ZH-HK" style="font-family: "Meiryo UI";">:意見が増えるほど、レコメンドの精度は上がります。(画像:マウザー・エレクトロニクス)</span></i></span><i><span style="font-family: "Meiryo UI";"></span></i><p></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">つまり、とても単純なのです。システムが適切に設計されていれば、ほんの僅かなデータポイントで目的に到達し、しかもそこからシステムを構築していくことができます。このケースでは、ユーザー数が増えれば増えるほど、映画の「いいね」と「やだね」が蓄積され、精度は向上していきます。</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">よりシンプルに</span></b><b><span style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">システムの構造を設計したら、次に<i>「システムをシンプルにできないか」</i>を考えます。</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">まず、シカゴ出身のジェレミーが誰なのかを知る必要はありません。彼のプロフィール写真もその他のおすすめ映画も要りませんし、
名前すら知る必要はありません。むしろ匿名性の高いシステムの方がいいと思います。私の見るべき映画を推薦してほしいだけなので、ソーシャルメディアの情報はすべてシステムから削除して構いません。つまりユーザー画面には、私が好きそうな映画のポスター</span><span style="font-family: "Meiryo UI";">1<span lang="ZH-HK">枚だけが表示されることになります。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">私はこれまで、単純化を怠ったためシステムが失敗した例をいくつも見てきました。目的を達成できるのであれば、ソリューションはシンプルであればあるほど洗練されるということをいつも忘れないようにしています。</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> <br /></span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">拡張性</span></b><b><span style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">今回紹介したこの映画レコメンドエンジンは、各作品のデータポイントを</span><span style="font-family: "Meiryo UI";">1<span lang="ZH-HK">つ集めるたびに賢くなってゆきます。</span>10,000<span lang="ZH-HK">人の各ユーザーから</span>50<span lang="ZH-HK">作品についての評価が集まれば、十分な精度に到達すると思います。もちろん、データが実証され、私へのおすすめ映画が正確に予測できるようになるまで、あくまで推測の域を出ません。でもこれは非常に重要です。この極めてシンプルなシステムでは、このモデルをより大きなユーザーセットに拡張していくことにより、精度を簡単にテストし、高めていくことが可能になります。</span></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">システムには美しさが必要です。シンプルで賢い</span><span style="font-family: "Meiryo UI";">AI<span lang="ZH-HK">システムの設計を目指すのなら、まずは簡単な質問から始めてみてください。それから、シンプルであること、
拡張性を忘れずに。</span></span></p><p class="MsoNormal"><span style="font-family: "Meiryo UI";"><span lang="ZH-HK"> </span></span></p><p class="MsoNormal"><span style="font-family: "Meiryo UI";"><span lang="ZH-HK"> </span></span></p>
<p>
</p><div class="MsoNormal"><span style="font-family: helvetica;">★★★★★★★★★★★★★★★★★★★★
</span></div><div class="MsoNormal"><div class="MsoNormal"><span style="font-family: helvetica;">
Mouserブログをもっと読む</span></div><div class="MsoNormal"><span style="font-family: helvetica;"> ➡ <a href="https://www.mouser.com/blog?utm_source=jp-blog&utm_medium=social" target="_blank">Mouserサイト・英語(あらゆる種類・最新トピックの記事)</a></span></div><span style="font-family: helvetica;"> ➡ <a href="https://mouserjapan.blogspot.com/" target="_blank">日本語ページ(ピックアップして翻訳した記事)</a></span></div><div class="MsoNormal"><span style="font-family: helvetica;">★★★★★★★★★★★★★★★★★★★★</span></div><p class="MsoNormal"><span style="font-family: helvetica;"><br /></span></p><p class="MsoNormal"><br /><span style="font-family: helvetica;"><span style="font-family: helvetica; mso-fareast-font-family: "Meiryo UI";"><b>著者</b></span></span></p><p class="MsoNormal"><span style="font-family: helvetica;"><span style="font-family: helvetica; mso-fareast-font-family: "Meiryo UI";"><b></b></span></span></p><div class="separator" style="clear: both; text-align: center;"><span style="font-family: helvetica;"><span style="font-family: helvetica; mso-fareast-font-family: "Meiryo UI";"><b><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhsfQ09hRiDorZKaCZIuZLbB2Ew94G92Ks2VLksQst-lnRE_x1VdQOsFTr6tBgLJdGFc4PRa1NCbBoNNpdXokUlyuFiG1PEr3AVE3YEY5Piaw8JfLNQjvThiUNAo18NdfEBT15VTmVNsVc/s1200/stephen+-+headshot+2.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="798" data-original-width="1200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhsfQ09hRiDorZKaCZIuZLbB2Ew94G92Ks2VLksQst-lnRE_x1VdQOsFTr6tBgLJdGFc4PRa1NCbBoNNpdXokUlyuFiG1PEr3AVE3YEY5Piaw8JfLNQjvThiUNAo18NdfEBT15VTmVNsVc/s320/stephen+-+headshot+2.jpg" width="320" /></a></b></span></span></div><!--[if gte mso 9]><xml>
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<p></p><p class="MsoNormal"><span style="font-family: "Meiryo UI";"><b>Stephen Cassar</b></span></p><p class="MsoNormal"><span style="font-family: "Meiryo UI";"><b> </b><span lang="ZH-HK"></span></span></p><p class="MsoNormal"><span style="font-family: "Meiryo UI";"><span lang="ZH-HK">ワークフロー管理、</span>e<span lang="ZH-HK">コマース、人工知能に関連する製品戦略とアーキテクチャ設計全般について</span>Fortune
100<span lang="ZH-HK">企業から助言を求められ、現行プロセスに対し長期的な成果と投資対効果もたらす改善点などを提案している。</span></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">同氏は</span><span style="font-family: "Meiryo UI";">CTO/<span lang="ZH-HK">チーフシステムアーキテクトとして、</span>SaaS<span lang="ZH-HK">(サービス型ソフトウェア)プラットフォームの構築に関する深い知識を有しており、複数のレガシーシステムを統合し、スケーラブルなクラウド型アーキテクチャにより複雑なデータセットの安全な統一表示を実現している。</span></span></p>
<p class="MsoNormal"><span style="font-family: helvetica;"><span style="font-family: helvetica; mso-fareast-font-family: "Meiryo UI";"><b> </b></span></span></p>Mouser Japanhttp://www.blogger.com/profile/17823163461486682307noreply@blogger.com0tag:blogger.com,1999:blog-5786635332508926329.post-41108971623560802652021-05-20T15:31:00.003+09:002021-05-20T15:31:24.855+09:00AIを進化させる「強化学習」とは? 自動運転の観点から解説!<p> </p><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"><img border="0" data-original-height="707" data-original-width="1000" height="452" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhPeBbR6kAQtDT_YylyiNG4R_DNb_BRpoUFZvPHSsJ4rzQ-UBXq7G1ASDfsrutWX5dNGWzftpGIJmqVylSyESi0IRGTc7UxmnDWWJRSZs5LKDrW42NRPU5sXMK3v8mXgFtjaR3fi7mOn6M/w640-h452/shutterstock_1155296422_022521.jpg" width="640" /></div><p></p><p><!--[if gte mso 9]><xml>
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</p><p class="MsoNormal"><span style="font-size: x-small;"><i><span lang="ZH-HK" style="font-family: "Meiryo UI";">(画像:</span></i><i><span style="font-family: "Meiryo UI";">a-image/Shutterstock.com<span lang="ZH-HK">)</span></span></i></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">周囲を見渡すと</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">、</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">瞬時に状況を</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">察知</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">し、重要な</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">情報だけに</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">目を留め、</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">必要とされる</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">タスクを</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">遂行</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">する。ほんの数年前まで、</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">この技術</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">は</span><span style="font-family: "Meiryo UI";">SF<span lang="ZH-HK">の世界の話でした。</span></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">ところが今日、この技術のいくつかはすでに私たちの生活</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">の一部になっています</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">。人間の言葉の微妙なニュアンス</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">にも対応できる</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">音声アシスタント、画像</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">を使って</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">人間の医師より正確に癌発症</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">を</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">予測</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">する</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">医療アプリケーション、時々刻々と</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">変化する</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">環境</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">の中</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">を走行する自動運転車。これらは、今、注目されているテクノロジーのほんの一例です。</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">このような技術革新の進歩に貢献しているのが、機械学習の</span><span style="font-family: "Meiryo UI";">3<span lang="ZH-HK">つの手法の</span>1<span lang="ZH-HK">つである「強化学習」です。強化学習によって、コンピュータは環境の重要な特徴を認識し、最適な判断を</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">行えるようになったのですが、</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">これはつい最近</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">生まれた技術</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">で</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">す</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">。</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">この記事では、</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">強化学習(</span><span style="font-family: "Meiryo UI";">RL<span lang="ZH-HK">)、人工ニューラルネットワーク(</span>ANN<span lang="ZH-HK">)、深層学習(</span>DL<span lang="ZH-HK">)について詳しく見ていくことによって、人間と同レベルの</span>AI<span lang="ZH-HK">を目指す人工知能アプリケーションの新たな可能性と今後の課題を明らかにしたいと思います。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">機械学習の手法</span></b><b><span style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">機械学習(</span><span style="font-family: "Meiryo UI";">ML<span lang="ZH-HK">)は、人工知能(</span>AI<span lang="ZH-HK">)の分野の</span>1<span lang="ZH-HK">つで、コンピュータに経験や例から学習させることを可能にします。機械学習の</span>3<span lang="ZH-HK">つの手法のうち、「教師あり学習」と「教師なし学習」はよく知られていると思いますが、</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">この</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;">2<span lang="JA">つは</span></span><span lang="ZH-HK" style="font-family: "Meiryo UI";">明確に定義された問題や比較的予測可能な問題に用いられます。</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">教師あり学習</span></b><b><span style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">教師あり学習(</span><span style="font-family: "Meiryo UI";">SL<span lang="ZH-HK">)は、注釈付きデータがある場合、問題の解決に使用されます。アルゴリズムは、既知の例からパターンや関連性を学習することによって、未知の例を処理します。その代表的な例が画像認識です。画像認識では、手動で注釈を付けた画像に基づき、撮った画像を正確に分類できるようモデルに学習させます。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">教師なし学習</span></b><b><span style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">教師なし学習(</span><span style="font-family: "Meiryo UI";">UL<span lang="ZH-HK">)は、注釈なしデータの背後にある構造や関係性を推測するために用いられます。この手法はあまり準備せずに適用できますが、通常、より記述的で探索的になります。一般的に、教師あり学習を使用するための準備段階に使用されます。代表的な</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">活用</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">例は、取引データから顧客グループ</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">を</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">識別</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">することですが</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">、</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">これは</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">各顧客層をターゲットとしたマーケティング活動</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">に活かすことができます。</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;"></span></p><p class="MsoNormal"><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">強化学習</span></b><b><span style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">機械学習の</span><span style="font-family: "Meiryo UI";">3<span lang="ZH-HK">番目の手法である強化学習(</span>RL<span lang="ZH-HK">)は、今日話題になっている中でも最も複雑で人間らしいアプリケーションの</span>1<span lang="ZH-HK">つです。強化学習は、報酬と罰によって個々の行動を評価して変数を入力し、取るべき行動を決定させる機械学習の手法です。問題の解決方法をそのまま教えるのではなく、報酬を最大化し、罰を最小化するように学習していきます。ある特定の問題や環境だけでなく、動的環境からの複雑な入力情報に基づいて最適な判断を行わせることに焦点を当てています。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">強化学習の基本的な考え方は、人間が学習するのと同じように</span><span style="font-family: "Meiryo UI";">AI<span lang="ZH-HK">に学習させることです。つまり、報酬によってある目的の達成を目指すのですが、スキルとツールは与えられていても、問題の解決方法は明確に教えられていません。</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">分かりやすい例として</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">、手を開閉してボールを箱に入れる単純なロボットを想像してみてください。ロボットはボールをつかみ、腕を正しい方向に伸ばし、ボール</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">を箱に</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">入れられるよう学習しなければなりません。これには通常、何度も実験を繰り返し、やり直すことが必要になります。ロボットは自分の動作が成功したか否かのフィードバックを受けると、目的が達成されるまで、動きを調整していきます。</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">ここが教師あり学習とは</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">大きく異なる</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">点です。教師あり学習では良い結果を得るためには、対象を</span><span style="font-family: "Meiryo UI";">3<span lang="ZH-HK">次元で表現できるよう、大量の注釈付き</span>CAT<span lang="ZH-HK">画像など、多くの例が必要になります。これが、形や色など、どの特徴が正しい判断に関連しているのかをアルゴリズムが学習できるただ</span>1<span lang="ZH-HK">つの方法です。先ほどのロボットの例の場合、教師あり学習では、どこで手を動かし、どれぐらい力を入れたのかなど、プロセスの各ステップを正確かつ詳細に記述していきます。変数の少ないこの例では、細かく記述することは可能かもしれませんが、変数が変われば、学習し直さなければなりません。ボールが大きくなれば、ロボットはどう動けばいいのかわからくなるでしょう。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">現実世界のアプリケーションでは、入力、出力、学習データのバランスは驚異的なまでに複雑化します。例えば、自動運転車は大量のセンサデータをほとんどリアルタイムで処理します。環境の微妙な違いを見逃せば、深刻な事態を招くので、常に大きな危険が</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">伴っています</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">。そこで、強化学習が、学習例や指示を作成するのが困難な環境で採用されるようになったのです。</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">強化学習の種類</span></b><b><span style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">強化学習には、他の機械学習の手法と同様、下位分野があり、いずれもイノベーションに貢献しています。特に特徴学習(</span><span style="font-family: "Meiryo UI";">FL<span lang="ZH-HK">)によって、システムは入力データの差異情報を認識できるようになりました。人工ニューラルネットワーク(</span>ANN<span lang="ZH-HK">)と深層学習(</span>DL<span lang="ZH-HK">)は、高度な構文解析、処理、学習に必要なフレームワークを提供し、</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">さらに</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">深層強化学習(</span><span style="font-family: "Meiryo UI";">DRL<span lang="ZH-HK">)という下位分野</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">が生まれています</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">。</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">特徴学習</span></b><b><span style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">特徴学習とは、表現学習とも呼ばれ、アルゴリズムでは表現できない入力データの特徴的な個々の構成要素を認識させる機械学習技術です。例えば、自動運転車は、周囲状況を多くのカメラやレーダー、センサで認識しています。つまり多くの情報がありますが、次の行動を決定する上で重要な情報はほんの一部です。例えば、空の色は通常、重要ではありませんが、信号の色は極めて重要です。飛び去って行く鳥の速度は、歩行者がカーブに近づいてくる速度に比べれば、ほとんど重要ではありません。</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">なぜ</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">このレベルの</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">入力</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">データ</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">を表現できることがそんなに重要なのでしょうか。学習に使用されるデータセットは、モデルの精度に大きな影響を与え</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">るからです</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">。学習データは多ければ多いほどよく、 特に、特徴がはっきりしていて、多様性のある例がデータセットに含まれていればいるほどいいといえます。言い換えれば、入力データのはっきりとした個々の特徴は、コンピュータがすでに学習した内容とこれから学習すべき内容との間のギャップを埋め、どのような状況でも</span><span style="font-family: "Meiryo UI";">100%<span lang="ZH-HK">の精度と一貫性を保ちます。また、特徴を認識することにより、無視してよい特性や外れ値を識別できるため、時間の経過とともにデータ量の大幅な削減につながるのです。</span></span></p><br /><p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">人工ニューラルネットワークと深層学習</span></b><b><span style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">このようにデータに大きなばらつきのあるアプリケーションには、堅牢で柔軟性のあるフレームワークが求められています。特に教師あり学習で大きな注目を集めている手法が深層学習です。</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">また、</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">強化学習の原理と組み合わせた手法</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">を</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">、深層強化学習</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">と呼んでいます</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">。</span><span style="font-family: "Meiryo UI";"></span></p>
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<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">人工ニューラルネットワーク(</span><span style="font-family: "Meiryo UI";">ANN<span lang="ZH-HK">)の基本的な概念は</span>1960<span lang="ZH-HK">年代</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">に生まれ、</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">人間の脳のネットワーク状をした神経回路構造をほぼ基本としています。人工ニューラルネットワークは、パーセプトロンと呼ばれる人工ニューロンの巨大ネットワークで構成されています。パーセプトロンは、入力信号を受け取り、入力された多様な特徴を評価すると、出力信号に到達するまでネットワークに信号を伝達していきます。</span><span style="font-family: "Meiryo UI";"></span></p>
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<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">ネットワークはニューロンの数、ニューロン間の結合の強さと数、ニューロンの活性化閾値で定義されます。活性化閾値とは、入力信号を伝達するのに必要な強さです。人工ニューラルネットワークは、柔軟性のある構造をしており、複数の入力層と出力層を持ち、その間にある隠れ層を使って、入力信号を出力レベルで使用できる形に変換します。深層学習という用語は、ニューロンの層が何層にも連なり、それだけ深層のネットワークであること</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">に由来して</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">います。</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">人工ニューラルネットワークは、誤差逆伝搬法という学習方法により、特に複雑な入力データ</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">や</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">動的環境から最適な答えを導き出すのに適しています。例えば、画像の座標や色の値を示すベクトルなどの学習信号が与えられると、ネットワークは生成された出力信号が正しいかどうかを確認し、求めている結果が得られるまでネットワークの重みを少しずつ調整します。何回も学習を繰返した後に、ネットワークは安定し、以前は知らなかった状況が認識できるようになります。</span><span style="font-family: "Meiryo UI";"></span></p>
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<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">人工ニューラルネットワーク、深層学習、強化学習の限界</span></b><b><span style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">人工ニューラルネットワークと深層学習は、動的環境で特性を表現し、最適な応答が得られるため、大きな可能性を秘めています。しかし、その能力には、多くの課題があり、人間の知能のある側面に関してはまだ模倣するまでに至っていません。</span><span style="font-family: "Meiryo UI";"></span></p>
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<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">膨大な数のノード、結合、学習の反復が必要</span></b><b><span style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">関連性のある問題をモデル化するには、人工ニューラルネットワークが十分な数のノードと結合を持ち、数百万の異なる変数を処理して、分析し、記憶できなければなりません。最新のコンピュータによってやっとこれが可能になりました。同様に、必要な学習の繰り返し回数も数十億にも達する可能性があり、</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">さらに</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">この数は環境変数の数によって指数関数的に増大するかもしれません。今では囲碁</span><span style="font-family: "Meiryo UI";">AI<span lang="ZH-HK">の「</span>AlphaGo<span lang="ZH-HK">」が</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">人間の</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">最強</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">の囲碁</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">棋士</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">を破るように</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">なりましたが、強化学習の最初の画期的な進歩が、囲碁のようなゲームであったのは決して偶然ではありません。起こりうるアクションと結果というゲームのルールが、その目的と共に明確に定義されており、</span><span style="font-family: "Meiryo UI";">AI<span lang="ZH-HK">は自己対局することで数多くのシュミレーションゲームを素早く実行できるからです。もう</span>1<span lang="ZH-HK">つの進歩は、アクションと結果の関係性がさらに複雑な「スーパーマリオ</span></span><span lang="ZH-HK" style="font-family: "Meiryo UI"; mso-bidi-font-family: "MS 明朝";">™</span><span lang="ZH-HK" style="font-family: "Meiryo UI";"> 」や「スタークラフト」のようなビデオゲームです。まだ環境は制限されていますが、多くのシュミレーションを素早く繰り返すことが可能です。</span><span style="font-family: "Meiryo UI";"></span></p>
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<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">ところが、自動運転のような実世界の話になると、状況は一変します。目的地に安全に到達するという最大の課題は、それでも比較的簡単に定義できるかもしれません。しかし、環境は圧倒的に多様化しており、実際の問題について学習させるためには極めて高度なシュミレーションが必要になります。それでも究極的には、モデル化できない要因を取り込むために、シュミレーションではなく、実際の運転に移行しなければならず、人間の運転レベルに到達するまで注意深くモニタリングを続ける必要があります。自動運転車メーカのウェイモ社は、</span><span style="font-family: "Meiryo UI";">2020<span lang="ZH-HK">年のプレスリリースで、同社の車が人間のドライバーに匹敵するには、</span>1,400<span lang="ZH-HK">年分の運転経験が必要であると述べています。人間ならほんの数週間練習すれば安全に運転できるようになるのですから、これは驚くべきことです。では、なぜ自動運転車にはそれができないのでしょうか。</span></span></p>
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<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">抽象化と推論</span></b><b><span style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">人間がゲームの遊び方や車の運転をすぐに覚えるのは、人間の脳が抽象化と推論によって学習できるからです。人間は本来持っている空間認識能力によって、信号機が異なる視点や状況によってどのように見えるのかを想像できます。また、道路を走っている車が以前に見た車とは色が違うことに気づき、見たことや経験したことから結論を出すこともできます。</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">このような機能が人工ニューラルネットワークで研究されるようになったのはごく最近のことです。ネットワークは各層で形や色といった入力データの異なる側面を捉えることができるのですが、学習データに明示的に含まれている特性しか処理することができません。</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">日中</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">にトレーニングされた</span><span style="font-family: "Meiryo UI";">AI<span lang="ZH-HK">は、夜間の状況に対応できない可能性があります。深層学習でも、学習データのそのような違いを考慮しなければならず、学習データからの逸脱の許容度は極めて小さいことに注意する必要があります。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">現在、抽象化と推論による学習の様々な技法が研究されていますが</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">、</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">多くの課題や限界が明らかになってきました。人工ニューラルネットワークの失敗例としてよく挙げられるのは、シベリアンハスキー犬を他の品種の犬よりも極めて高い精度で検出できるコンピュータビジョンシステムです。よく調べてみると、ネットワークはハスキー犬のほぼすべての画像に写っている雪に注目しており、肝心の犬そのものを無視していたことがわかりました。つまり、システムは、人間にとっては些細なことにすぎない地面の色を犬の固有特性だと思い込んでいたのです。</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">この例は人為的なもので大した</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">問題にはな</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">りませんが、これが現実世界であったなら悲惨な結果を生んでいたかもしれません。自動運転車の例をもう一度考えてみましょう。事故はまれとはいえ、曖昧な状況が</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">思わぬ問題</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">を引き起こすことがあります。</span><span style="font-family: "Meiryo UI";">2018<span lang="ZH-HK">年に起きた歩行者の死亡事故では、犠牲者は四車線の高速道路で自転車を押していました。人間であれば難なく</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">歩行者をよ</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">けていたはずですが、人工ニューラルネットワークが正しく情報を処理しなかったため、歩行者を跳ねて死亡</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">さ</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">せるという事故が起きてしまいました。学習には多大な時間をかけていても、この状況について学習していなかったため、「<i>わからないときは、とにかく止まれ</i>」という失敗回避が実行されなかったのです。その結果、システムは人工知能の根幹となる部分が欠けていたために、一見、非合理的に</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">見える</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">反応を起こしたのです。</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">さらに悪いことに、そのような</span><span style="font-family: "Meiryo UI";">AI<span lang="ZH-HK">の盲点は故意に悪用される可能性があります。例えば、画像分類は、意図的に操作された画像が学習時に混入していれば、全く誤った結果を生みます。画像のわずかな変更は人間の目にはほとんどわからないものであっても、人工ニューラルネットワークでは違うものとして認識され、解釈されます。あ</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">る事例</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">では、よくあるスティッカーが貼られた一時停止の標識が、誤って全く別の標識として認識されてしまいました。もしこの学習モデルが実際の車に使用されていたら、事故につながっていたかもしれません。当然のことながら、人間のドライバーであれば、その一時停止の標識を見逃すことはないでしょう。</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">課題と限界を克服するには?</span></b><b><span style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">このような問題と限界を見ていると、人工ニューラルネットワークが最適な決定を行えるようになるには今後どうすればいいのかという疑問が生まれます。答えは単純です。もっと学習させることです。学習データの多様性と品質が十分になれば、エラー率も下がり、モデルの精度も許容範囲に到達するようになるでしょう。自動運転車の事故率は人間のドライバーの事故率よりもすでに低いと言われていますが、「奇妙な事故」の可能性があるため、普及が伸び悩んでいます。</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">また、必要な背景知識を明示的にデータ化し、機械学習のプロセスで利用できるようにするという体系的なアプローチがあります。例えば</span><span style="font-family: "Meiryo UI";">Cycorp<span lang="ZH-HK">社は知識データベースを構築し、先ほど述べた一時停止の標識の意味を含む、数百万</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">にも</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">およぶ概念や関係性を長年にわたりデータ化しています。その目的は、機械が読み取れる形式で人間の知識を手作業でデータ化し、それによって</span><span style="font-family: "Meiryo UI";">AI<span lang="ZH-HK">が学習データを活用して、少なくともある程度、人間の直感に近い形で未知の状況を判断し、結論を出せるようにすることです。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">まとめ</span></b><b><span style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">周囲の状況を察知し、重要な</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">情報</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">を</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">捉え</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">、最適な判断を行う技術は、もはや</span><span style="font-family: "Meiryo UI";">SF<span lang="ZH-HK">の世界の話ではありません。機械学習の</span>3<span lang="ZH-HK">つ手法の</span>1<span lang="ZH-HK">つである強化学習は、高次元の変数と動的環境に対応できるツールとフレームワークを提供します。しかし、これらのソリューションは新しい課題に直面しており、特に、未知の状況に対応するには、さらに広大なニューラルネットワーク、徹底的な学習、抽象化や推論による人間の学習能力の模倣が必要です。</span>AI<span lang="ZH-HK">は目覚ましい功績をもたらし、現実世界でもますます不可欠なものになりつつありますが、人間レベルの学習能力に到達するまでにはまだ長い道のりが残っています。そこに到達するまでの道を経験することは、もしかしたら</span>SF<span lang="ZH-HK">よりもはるかに面白いことなのかもしれません。</span></span></p><p class="MsoNormal"><span style="font-family: "Meiryo UI";"><span lang="ZH-HK"> </span></span></p><p class="MsoNormal"><span style="font-family: "Meiryo UI";"><span lang="ZH-HK"> </span></span></p>
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</p><div class="MsoNormal"><span style="font-family: helvetica;">★★★★★★★★★★★★★★★★★★★★
</span></div><div class="MsoNormal"><div class="MsoNormal"><span style="font-family: helvetica;">
Mouserブログをもっと読む</span></div><div class="MsoNormal"><span style="font-family: helvetica;"> ➡ <a href="https://www.mouser.com/blog?utm_source=jp-blog&utm_medium=social" target="_blank">Mouserサイト・英語(あらゆる種類・最新トピックの記事)</a></span></div><span style="font-family: helvetica;"> ➡ <a href="https://mouserjapan.blogspot.com/" target="_blank">日本語ページ(ピックアップして翻訳した記事)</a></span></div><div class="MsoNormal"><span style="font-family: helvetica;">★★★★★★★★★★★★★★★★★★★★</span></div><p class="MsoNormal"><span style="font-family: helvetica;"><br /></span></p><p class="MsoNormal"><br /><span style="font-family: helvetica;"><span style="font-family: helvetica; mso-fareast-font-family: "Meiryo UI";"><b>著者</b></span></span></p><p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgCf0xI7LB1daBi7BC50cj9kGKpa6P4jCQYtoNbwawu76ACk-LBHxtorI76r4NmfSpifNF_J9Wofpv9NnpWHvvdNuNwZWSUIbg9-WCvmwtrLIrf1TYPsv9-BtYPO5qEjlrv4N9qoq-VoSs/s612/Matuschek%252CMichael04_portrait.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="612" data-original-width="466" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgCf0xI7LB1daBi7BC50cj9kGKpa6P4jCQYtoNbwawu76ACk-LBHxtorI76r4NmfSpifNF_J9Wofpv9NnpWHvvdNuNwZWSUIbg9-WCvmwtrLIrf1TYPsv9-BtYPO5qEjlrv4N9qoq-VoSs/s320/Matuschek%252CMichael04_portrait.jpg" /></a></div><p></p><p><!--[if gte mso 9]><xml>
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</p><p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p><p class="MsoNormal"><b><span style="font-family: "Meiryo UI";">Michael Matuschek<span lang="ZH-HK"> </span></span></b></p><p class="MsoNormal"><span style="font-family: "Meiryo UI";"><span lang="ZH-HK"> </span></span></p><p class="MsoNormal"><span style="font-family: "Meiryo UI";"><span lang="ZH-HK">ドイツ・デュッセルドルフのシニアデータサイエンティスト。コンピュータサイエンスで修士号、数理言語学で博士号を取得。各種産業界および学術界にて様々な自然言語処理プロジェクトに参画。専門テーマはレビューの感情分析、顧客メール分類、オントロジーエンリッチ
メントなど。</span></span></p>
<p> </p>Mouser Japanhttp://www.blogger.com/profile/17823163461486682307noreply@blogger.com0tag:blogger.com,1999:blog-5786635332508926329.post-35772215294504258262021-04-28T17:53:00.005+09:002021-04-28T17:53:49.972+09:00正しく理解していますか?AI・アルゴリズム・機械学習の違い<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; vertical-align: baseline;"> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhATRVJes-zX1S4nT72tm1ODxbHGI5bhOJeusmOD8fIbzCnh-K45GPsCZuClblrGI6LRe1i2wCe1GgSb7zvOSvJqmxievxuivbpDNw5X2fnEc8btquyEB9IytO9I75wZqSVkB8rYJ8MOiQ/s2048/Theme+Image_1.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1373" data-original-width="2048" height="430" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhATRVJes-zX1S4nT72tm1ODxbHGI5bhOJeusmOD8fIbzCnh-K45GPsCZuClblrGI6LRe1i2wCe1GgSb7zvOSvJqmxievxuivbpDNw5X2fnEc8btquyEB9IytO9I75wZqSVkB8rYJ8MOiQ/w640-h430/Theme+Image_1.jpg" width="640" /></a></div><i><span style="border: none windowtext 1.0pt; color: #333333; font-family: "Meiryo UI"; font-size: 8.5pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">aRick1/Shutterstock.com<span lang="ZH-HK">)</span></span></i><span style="color: #333333; font-family: "Meiryo UI"; font-size: 9.0pt;"></span><p></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">人工知能(</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">AI<span lang="ZH-HK">)、機械学習(</span>ML<span lang="ZH-HK">)、アルゴリズムという言葉は、間違った使い方をされ、混同され、誤解されていることがよくあります。全く違う言葉であるにもかかわらず、同じ意味で使われてい</span></span><span lang="JA" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;">ることもあります</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">。残念ながら、それぞれの意味を理解していないと、複雑で進歩の著しいこの分野では、ますます混乱することになるでしょう。そこでこの記事では、アルゴリズム、人工知能、機械学習の基礎について、この</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">3<span lang="ZH-HK">つが何であるのか、どのように誕生し、どのように活用されているのかについて解説したい思います。まずは、人工知能と機械学習が生まれる礎となったアルゴリズムから説明しましょう。</span></span></p><p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"><span lang="ZH-HK"> </span></span></p>
<p class="MsoNormal" style="background: #FCFCFC; margin-bottom: 6.75pt; margin-left: 0cm; margin-right: 0cm; margin-top: 13.5pt; mso-outline-level: 2; vertical-align: baseline;"><b><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt;">アルゴリズム</span></b><b><span style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt;"></span></b></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">アルゴリズムとは、簡単に言えば、計算やある問題を解決するために従うべき一連のルールのことで、問題を解くまでの手順を含んでいます。アルゴリズムというと、コンピュータに与える命令を想像しがちですが、夕食の献立の簡単なレシピなどもその1つです。</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">アルゴリズムは、コンピュータに次に何を行うべきかを指示するショートカットの役割を果たし、</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">AND<span lang="ZH-HK">、</span>OR<span lang="ZH-HK">、</span>NOT<span lang="ZH-HK">などのステートメントで指示を与えます。ごく単純なものもあれば(<b><span style="border: none windowtext 1.0pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">図</span></b></span><b><span style="border: none windowtext 1.0pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">1</span></b><span lang="ZH-HK">)、気が遠くなるほど複雑なものもあります。</span></span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjPBIDuVY4sGPhhef08caB21Xy9I_uzNAtoSm4niB8hWB1iN92BvyPkartCE7-bMWGm5fa4dZduWfMX774QEnxvC5-4XDVVWpo_C76v_dR-NRc8hfEjeb92auKpb92A94zzecY4n8zp4xo/s600/Figure+1_1.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="249" data-original-width="600" height="166" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjPBIDuVY4sGPhhef08caB21Xy9I_uzNAtoSm4niB8hWB1iN92BvyPkartCE7-bMWGm5fa4dZduWfMX774QEnxvC5-4XDVVWpo_C76v_dR-NRc8hfEjeb92auKpb92A94zzecY4n8zp4xo/w400-h166/Figure+1_1.png" width="400" /></a></div>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; vertical-align: baseline;"><b><i><span lang="ZH-HK" style="border: none windowtext 1.0pt; color: #333333; font-family: "Meiryo UI"; font-size: 11.0pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">図</span></i></b><b><i><span style="border: none windowtext 1.0pt; color: #333333; font-family: "Meiryo UI"; font-size: 11.0pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">1</span></i></b><i><span lang="ZH-HK" style="border: none windowtext 1.0pt; color: #333333; font-family: "Meiryo UI"; font-size: 11.0pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">: 無作為に並んだ数字から最大の数字を探すための単純なアルゴリズム (画像:</span></i><i><span style="border: none windowtext 1.0pt; color: #333333; font-family: "Meiryo UI"; font-size: 11.0pt; mso-border-alt: none windowtext 0cm; padding: 0cm;"> </span></i><span style="font-family: "Meiryo UI";"><i><span lang="ZH-HK" style="border: none windowtext 1.0pt; color: #0070bb; font-size: 11.0pt; mso-border-alt: none windowtext 0cm; padding: 0cm; text-decoration: none; text-underline: none;">ウィキペディア</span></i></span><i><span lang="ZH-HK" style="border: none windowtext 1.0pt; color: #333333; font-family: "Meiryo UI"; font-size: 11.0pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">)</span></i><i><span style="border: none windowtext 1.0pt; color: #333333; font-family: "Meiryo UI"; font-size: 11.0pt; mso-border-alt: none windowtext 0cm; padding: 0cm;"></span></i></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; vertical-align: baseline;"><i><span style="border: none windowtext 1.0pt; color: #333333; font-family: "Meiryo UI"; font-size: 11.0pt; mso-border-alt: none windowtext 0cm; padding: 0cm;"> </span></i><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"> </span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"> <b><span lang="ZH-HK" style="border: none windowtext 1.0pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">図</span><span style="border: none windowtext 1.0pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">1</span></b><span lang="ZH-HK">に示されたアルゴリズムの高レベルな記述は、次のようになります。</span></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-left: 13.5pt; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt; text-indent: -18.0pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-family: "Meiryo UI";"><span style="mso-list: Ignore;">1.<span style="font: 7.0pt "Times New Roman";">
</span></span></span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">データセット内に数字がない場合は、最大の数字はない。</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-left: 13.5pt; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt; text-indent: -18.0pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-family: "Meiryo UI";"><span style="mso-list: Ignore;">2.<span style="font: 7.0pt "Times New Roman";">
</span></span></span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">データセット内の最初の数字がデータセット内の最大の数字であると仮定する。</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-left: 13.5pt; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt; text-indent: -18.0pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-family: "Meiryo UI";"><span style="mso-list: Ignore;">3.<span style="font: 7.0pt "Times New Roman";">
</span></span></span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">データセット内の他の各数字について</span><span lang="JA" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;">、</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">その数字が現在最大の数字よりも大きい場合は、その数字をデータセット内の最大の数字と見なす。</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-left: 13.5pt; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt; text-indent: -18.0pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-bidi-font-family: "Meiryo UI";"><span style="mso-list: Ignore;">4.<span style="font: 7.0pt "Times New Roman";">
</span></span></span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">データセット内に反復する数字がない場合は、現在最大の数字をデータセット内の最大の数字と見なす。</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">命令は明示的にプログラムすることができますが、アルゴリズムによっては、機械学習を使って、コンピュータに自分で学習させることができます。機械学習について取り上げる前に、まずは、より範囲の広い人工知能について解説しておきましょう。</span></p><p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"> </span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; mso-outline-level: 2; vertical-align: baseline;"><b><span lang="ZH-HK" style="border: none windowtext 1.0pt; color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">人工知能</span></b><b><span style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt;"></span></b></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">人工知能(</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">AI<span lang="ZH-HK">)とは、予期せぬ状況に対処するための一連のアルゴリズムを組み合わせたものです。</span>AI<span lang="ZH-HK">は包括的な概念であり、機械学習と深層学習(</span>DL<span lang="ZH-HK">)はこれに含まれています。</span>AI<span lang="ZH-HK">システムは、自然な形でユーザーと対話することができます。</span>Amazon<span lang="ZH-HK">、</span>Google<span lang="ZH-HK">、</span>Apple<span lang="ZH-HK">は、</span>AI<span lang="ZH-HK">と構造化されていないデータを活用するための最先端技術を持っています。</span></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">2018<span lang="ZH-HK">年、</span>AI<span lang="ZH-HK">が読解力に関して人間と同じレベルに近づくという大きな進歩がありました。開発者は「教師あり学習」や「ラベル付きサンプル」を活用し、画像分類のような具体的なタスクを実行できるよう</span>AI<span lang="ZH-HK">モデルをトレーニングしました。それから</span>1<span lang="ZH-HK">年後、新たな</span>AI<span lang="ZH-HK">モデルが登場しました。「自己教師あり学習」を活用し、利用可能な関連コンテンツを通して文脈上の深い意味まで汲み取れるようになったのです。この画期的なアプローチにより、</span>AI<span lang="ZH-HK">モデルはテキストを読んで、様々な単語をマスキングし、他のテキストに基づいて意味を予測して、学習することが可能になりました。</span></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">この自己教師あり学習を活用した、</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">Microsoft<span lang="ZH-HK">の</span>Turing <span lang="ZH-HK">モデルは、</span>2020<span lang="ZH-HK">年に</span>170<span lang="ZH-HK">億個のパラメータによる新たな水準の</span>AI<span lang="ZH-HK">モデルを実現し、要約、文脈予測、質問応答などの実用的な言語モデリングタスクを可能にしました。</span>Microsoft
Turing<span lang="ZH-HK">モデルは、人間の言語を深く理解しているため、意図された意味を引き出し、リアルタイムの会話や文書からの質問に正確に応答することができます。</span></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">AI<span lang="ZH-HK">システムは学習すればするほど、精度が向上します。数年以内にパラメータ数は数兆個に増えると予測されており、そうなれば構造化されたデータだけでは到達しえない驚異的な精度で</span>AI<span lang="ZH-HK">はユーザーを支援することが可能になります。それでは、そのような精度の高い</span>AI<span lang="ZH-HK">学習はどのように行われるのでしょうか。</span></span></p><p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"><span lang="ZH-HK"> </span></span></p>
<p class="MsoNormal" style="background: #FCFCFC; mso-outline-level: 2; vertical-align: baseline;"><b><span lang="ZH-HK" style="border: none windowtext 1.0pt; color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">機械学習</span></b><b><span style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt;"></span></b></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">機械学習は、入力した構造化データとアルゴリズムにより、仮定を立て、データを再評価し、新たに発見した条件に基づいて独自のアルゴリズムを再構成します(<b><span style="border: none windowtext 1.0pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">図</span></b></span><b><span style="border: none windowtext 1.0pt; color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">2</span></b><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">)。そこに</span><span lang="JA" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;">は</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">人間の手が介在しないことから、機械学習と呼ばれるようになりました。機械学習システムは大量のデータを高速処理するため、人間とは比較にならない速さと能力で、可能な限りのパターンと解をすべて見つけ出すことができます。</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">しかしながら、複雑なシステムは複雑な課題をもたらすものです。機械学習は仮定に大きく依存しているため、システムはすぐに誤った道に行ってしまい、予想だにしない動作や結果を招くのです。その一例が</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">2018<span lang="ZH-HK">年に起きた</span>Uber<span lang="ZH-HK">の自動運転プログラムによる事故で、システムの誤った仮定により</span>1<span lang="ZH-HK">人の歩行者が死亡しました。</span></span></p>
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<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; vertical-align: baseline;"><b><i><span lang="ZH-HK" style="border: none windowtext 1.0pt; color: #333333; font-family: "Meiryo UI"; font-size: 11.0pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">図</span></i></b><b><i><span style="border: none windowtext 1.0pt; color: #333333; font-family: "Meiryo UI"; font-size: 11.0pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">2</span></i></b><i><span lang="ZH-HK" style="border: none windowtext 1.0pt; color: #333333; font-family: "Meiryo UI"; font-size: 11.0pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">: 機械学習には、経験に基づいて自動的に改善を行うコンピュータアルゴリズムが含まれています。アルゴリズムは、予測(学習)を行うために、サンプルとトレーニングデータに基づいてモデルを構築します。(画像:</span></i><i><span style="border: none windowtext 1.0pt; color: #333333; font-family: "Meiryo UI"; font-size: 11.0pt; mso-border-alt: none windowtext 0cm; padding: 0cm;"> </span></i><span style="font-family: "Meiryo UI";"><a href="https://en.wikipedia.org/wiki/Machine_learning#Supervised_learning"><i><span lang="ZH-HK" style="border: none windowtext 1.0pt; color: #0070bb; font-size: 11.0pt; mso-border-alt: none windowtext 0cm; padding: 0cm; text-decoration: none; text-underline: none;">ウィキペディア</span></i></a></span><i><span lang="ZH-HK" style="border: none windowtext 1.0pt; color: #333333; font-family: "Meiryo UI"; font-size: 11.0pt; mso-border-alt: none windowtext 0cm; padding: 0cm;">)</span></i><i><span style="border: none windowtext 1.0pt; color: #333333; font-family: "Meiryo UI"; font-size: 11.0pt; mso-border-alt: none windowtext 0cm; padding: 0cm;"></span></i></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; vertical-align: baseline;"><i><span style="border: none windowtext 1.0pt; color: #333333; font-family: "Meiryo UI"; font-size: 11.0pt; mso-border-alt: none windowtext 0cm; padding: 0cm;"> </span></i><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"> </span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">今日、機械学習は多くの場面で活用されています。例えば、クレジットカードの不正使用の検知です。クレジットカードが使用され、そのカード所有者に対する予測パターンから外れていれる場合、ユーザーは疑いのある取引の正当性を</span><span lang="JA" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;">確認</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">する</span><span lang="JA" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;">よう</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">求められます。それから機械学習システムは、使用可能なパターンをさらに学び、修正していきます。</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"> </span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">機械学習がすべて正しい結果を得ることは可能ではありますが、最初はその多くは予測外のものであるかもしれません。機械学習の予測が精度に欠けるのには多くの理由があります。</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"></span></p><p class="MsoNormal" style="background: #FCFCFC; margin-bottom: 6.75pt; margin-left: 0cm; margin-right: 0cm; margin-top: 13.5pt; mso-outline-level: 2; vertical-align: baseline;"><b><span style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt;"> </span></b></p>
<p class="MsoNormal" style="background: #FCFCFC; margin-bottom: 6.75pt; margin-left: 0cm; margin-right: 0cm; margin-top: 13.5pt; mso-outline-level: 2; vertical-align: baseline;"><b><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt;">今後の課題</span></b><b><span style="color: #333333; font-family: "Meiryo UI"; font-size: 13.5pt;"></span></b></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">人工知能の実験が失敗に終わる理由の1つは、初期段階で推論を学べるような指導がないからです。機械は「0」と「1」だけを理解します。曖昧さは通用しません。例えば、「痛み」という概念を考えてみましょう。子どもは「ストーブに触ると火傷して痛くなるよ、それは悪いことだよ」と教えてくれるコーチのような指導者が必要です。あるいは、同じように「走ると痛くなるよ。痛くなるけど、それはいいことだよ」と教えられる必要があります。推論によって機械学習システムはポジティブな結果とネガティブな結果の違いを判断できるようになります。</span></p><p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">Uber<span lang="ZH-HK">の例でも見たように、システムはコーチからのフィードバックがなければ、誤った仮定を行う可能性があるため、このことは深層学習ではさらに重要になります。十分な学習が行われるまで、機械は曖昧な結果によって指導され続けるかもしれません。質問が「はい」や「いいえ」ではなく、「たぶん」で答えられる場合には、さらに多くの質問をしておく必要があります。</span></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">もう1つの問題は、もし無限の時間と</span><span lang="JA" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;">無尽蔵</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">の資金があれば、ありとあらゆる組み合わせと条件でルーチンを作るかもしれませんが、それには終わりがないということです。将来、条件と組み合わせ</span><span lang="JA" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;">が</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">変わるかもしれないことを</span><span lang="JA" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;">念頭に置く必要があります</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">。ルーチンを厳密に作りすぎると、柔軟性のないデータストリームに</span><span lang="JA" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;">なることがよくあります。</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">学習は推論がすべてです。エンジンが賢くなればなるほど、修正が可能になります。例えば、買い物リストに「ハーフ&ハーフ」とはっきりと入力したつもりでも、ユーザーが修正しない限り、「ハーフ」が</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">2<span lang="ZH-HK">回表示されてしまいます。しかし、ユーザが修正すれば、エンジンはこの修正を考慮し、他の</span>10,000<span lang="ZH-HK">件に関しても同じ修正を行い、デフォルトで「ハーフ</span>&<span lang="ZH-HK">ハーフ」を有効な項目として受け入れるようになります。それは子どもに話し方を教えるの</span></span><span lang="JA" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;">と</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">似ています。まずある言葉の意味を理解させ、その言葉と別の言葉を組み合わせると、意味が変わる可能性があることを理解させるのです。</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">アルゴリズムが正しく機能するためには、ルールや規則がなければなりません。アルゴリズムには常識というものがないので、明らかに間違っていることであっても、プログラムにはそれが理解できないのです。アルゴリズムは、極めて具体的で明確な行動プランに対して完璧でなければ機能しません。まさに難しさはそこにあるのです。</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"></span></p>
<p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="JA" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;"> </span></p><p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span lang="JA" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;"><まとめ>以上の</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">3つの言葉</span><span lang="JA" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;">をよく見てみると</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">、</span><span lang="JA" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;">同じ意味では使えないことがわかります</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">。アルゴリズムとはある問題を解決するための法則や指示であり、人工知能はデータとアルゴリズムを使って行動を起こし</span><span lang="JA" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;">、</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">タスクを</span><span lang="JA" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt; mso-fareast-language: JA;">実行し</span><span lang="ZH-HK" style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">ます。それに対して、機械学習は人工知能の応用であり、過去のデータや履歴に基づいて自動的に学習することを意味します。アルゴリズムは人工知能と機械学習の礎となりましたが、今後は後者の2つが未来の礎となるでしょう。</span><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"></span></p>
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Block Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Hyperlink"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="FollowedHyperlink"/>
<w:LsdException Locked="false" Priority="22" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Document Map"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Plain Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="E-mail Signature"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Top of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Bottom of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal (Web)"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Acronym"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Address"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Cite"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Code"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Definition"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Keyboard"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Preformatted"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Sample"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Typewriter"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Variable"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal Table"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="annotation subject"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="No List"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Contemporary"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Elegant"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Professional"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Balloon Text"/>
<w:LsdException Locked="false" Priority="39" Name="Table Grid"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Theme"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" QFormat="true"
Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" QFormat="true"
Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" QFormat="true"
Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" QFormat="true"
Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" QFormat="true"
Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" QFormat="true"
Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" SemiHidden="true"
UnhideWhenUsed="true" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
<w:LsdException Locked="false" Priority="41" Name="Plain Table 1"/>
<w:LsdException Locked="false" Priority="42" Name="Plain Table 2"/>
<w:LsdException Locked="false" Priority="43" Name="Plain Table 3"/>
<w:LsdException Locked="false" Priority="44" Name="Plain Table 4"/>
<w:LsdException Locked="false" Priority="45" Name="Plain Table 5"/>
<w:LsdException Locked="false" Priority="40" Name="Grid Table Light"/>
<w:LsdException Locked="false" Priority="46" Name="Grid Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="Grid Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="Grid Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 6"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 6"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 6"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 6"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 6"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="46" Name="List Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="List Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="List Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 6"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 6"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 6"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 6"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 6"/>
<w:LsdException Locked="false" Priority="51"
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<![endif]--><p><br /></p><p> </p><div class="MsoNormal"><span style="font-family: helvetica;">★★★★★★★★★★★★★★★★★★★★
</span></div><div class="MsoNormal"><div class="MsoNormal"><span style="font-family: helvetica;">
Mouserブログをもっと読む</span></div><div class="MsoNormal"><span style="font-family: helvetica;"> ➡ <a href="https://www.mouser.com/blog?utm_source=jp-blog&utm_medium=social" target="_blank">Mouserサイト・英語(あらゆる種類・最新トピックの記事)</a></span></div><span style="font-family: helvetica;"> ➡ <a href="https://mouserjapan.blogspot.com/" target="_blank">日本語ページ(ピックアップして翻訳した記事)</a></span></div><div class="MsoNormal"><span style="font-family: helvetica;">★★★★★★★★★★★★★★★★★★★★</span></div><p> <span style="font-family: helvetica;"><span style="font-family: helvetica; mso-fareast-font-family: "Meiryo UI";"><b>著者</b></span></span></p><p><span style="font-family: helvetica;"><span style="font-family: helvetica; mso-fareast-font-family: "Meiryo UI";"><b> </b></span></span></p><p><span style="font-family: helvetica;"><span style="font-family: helvetica; mso-fareast-font-family: "Meiryo UI";"><b></b></span></span></p><div class="separator" style="clear: both; text-align: center;"><span style="font-family: helvetica;"><span style="font-family: helvetica; mso-fareast-font-family: "Meiryo UI";"><b><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEilT7XwEncjE7-fd4FJK8Sh1XezRn7C9O7lLyWbQUggohciu2m6jGgLfAClvt_5iv1b4ZHouc6tTL9sMzFj3nZJSz4-uD5jXDpkgFS2c3XjjICaHSMXBlb09KjDrnACdaetZJouBajC6Qo/s1200/stephen+-+headshot+2.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="798" data-original-width="1200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEilT7XwEncjE7-fd4FJK8Sh1XezRn7C9O7lLyWbQUggohciu2m6jGgLfAClvt_5iv1b4ZHouc6tTL9sMzFj3nZJSz4-uD5jXDpkgFS2c3XjjICaHSMXBlb09KjDrnACdaetZJouBajC6Qo/s320/stephen+-+headshot+2.jpg" width="320" /></a></b></span></span></div><!--[if gte mso 9]><xml>
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<p></p><p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><b><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;">Stephen Cassar<span lang="ZH-HK"> </span></span></b></p><p class="MsoNormal" style="background: #FCFCFC; line-height: 13.5pt; margin-bottom: 6.75pt; vertical-align: baseline;"><span style="color: #333333; font-family: "Meiryo UI"; font-size: 12.0pt;"><span lang="ZH-HK">ワークフロー管理、</span>e<span lang="ZH-HK">コマース、人工知能に関連する製品戦略とアーキテクチャ設計全般について</span>Fortune 100<span lang="ZH-HK">企業から助言を求められ、現行プロセスに対し長期的な成果と投資対効果もたらす改善点などを提案している。</span></span></p>
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="toa heading"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 5"/>
<w:LsdException Locked="false" Priority="10" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Closing"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Signature"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="true"
UnhideWhenUsed="true" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Message Header"/>
<w:LsdException Locked="false" Priority="11" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Salutation"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Date"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text First Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text First Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Note Heading"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Block Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Hyperlink"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="FollowedHyperlink"/>
<w:LsdException Locked="false" Priority="22" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Document Map"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Plain Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="E-mail Signature"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Top of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Bottom of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal (Web)"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Acronym"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Address"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Cite"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Code"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Definition"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Keyboard"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Preformatted"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Sample"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Typewriter"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Variable"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal Table"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="annotation subject"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="No List"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Contemporary"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Elegant"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Professional"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Balloon Text"/>
<w:LsdException Locked="false" Priority="39" Name="Table Grid"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Theme"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" QFormat="true"
Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" QFormat="true"
Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" QFormat="true"
Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" QFormat="true"
Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" QFormat="true"
Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" QFormat="true"
Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" SemiHidden="true"
UnhideWhenUsed="true" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
<w:LsdException Locked="false" Priority="41" Name="Plain Table 1"/>
<w:LsdException Locked="false" Priority="42" Name="Plain Table 2"/>
<w:LsdException Locked="false" Priority="43" Name="Plain Table 3"/>
<w:LsdException Locked="false" Priority="44" Name="Plain Table 4"/>
<w:LsdException Locked="false" Priority="45" Name="Plain Table 5"/>
<w:LsdException Locked="false" Priority="40" Name="Grid Table Light"/>
<w:LsdException Locked="false" Priority="46" Name="Grid Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="Grid Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="Grid Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 6"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 6"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 6"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 6"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 6"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="46" Name="List Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="List Table 6 Colorful"/>
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</p><p class="MsoNormal"><span style="font-size: x-small;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">(画像:</span><span style="font-family: "Meiryo UI";">Elnur/Shutterstock.com<span lang="ZH-HK">)</span></span></span></p>
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Message Header"/>
<w:LsdException Locked="false" Priority="11" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Salutation"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Date"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text First Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text First Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Note Heading"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Block Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Hyperlink"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="FollowedHyperlink"/>
<w:LsdException Locked="false" Priority="22" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Document Map"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Plain Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="E-mail Signature"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Top of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Bottom of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal (Web)"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Acronym"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Address"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Cite"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Code"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Definition"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Keyboard"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Preformatted"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Sample"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Typewriter"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Variable"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal Table"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="annotation subject"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="No List"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Contemporary"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Elegant"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Professional"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Balloon Text"/>
<w:LsdException Locked="false" Priority="39" Name="Table Grid"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Theme"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" QFormat="true"
Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" QFormat="true"
Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" QFormat="true"
Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" QFormat="true"
Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" QFormat="true"
Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" QFormat="true"
Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" SemiHidden="true"
UnhideWhenUsed="true" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
<w:LsdException Locked="false" Priority="41" Name="Plain Table 1"/>
<w:LsdException Locked="false" Priority="42" Name="Plain Table 2"/>
<w:LsdException Locked="false" Priority="43" Name="Plain Table 3"/>
<w:LsdException Locked="false" Priority="44" Name="Plain Table 4"/>
<w:LsdException Locked="false" Priority="45" Name="Plain Table 5"/>
<w:LsdException Locked="false" Priority="40" Name="Grid Table Light"/>
<w:LsdException Locked="false" Priority="46" Name="Grid Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="Grid Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="Grid Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 6"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 6"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 6"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 6"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 6"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="46" Name="List Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="List Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="List Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 4"/>
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</p><p class="MsoNormal"><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">機器診断が最も活躍している分野といえば、医療界であることは間違いないでしょう。</span><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;"></span></p>
<p class="MsoNormal"><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">機器をもとに、医師は患者の検査結果から得られる情報を拡張させ客観的に診断を行うことができます。<br />つまり、</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">体温、血圧、肺活量、骨折、炎症、心拍リズム、その他多くのバイオマーカーを精密に測定し、現在の症状や過去の病歴と照らし合わせて、患者の病態をより明確に把握できます。今日、センサと人工知能の進歩のおかげで、客観的な検査、測定、診断が可能になり、主観的な診断はもやは過去のものとなりました。<br />ここでは、こうした近年の進歩によって可能になった自宅での検査、さらには患者データの臨床研究への活用について見ていきたいと思います。</span><span style="font-family: "Meiryo UI"; mso-fareast-font-family: PMingLiU; mso-fareast-theme-font: minor-fareast;"></span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";"> </span></b></p><p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">客観的な検査と計測</span></b><b><span style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">アメリカ疾病予防管理センターによれば、米国では毎年</span><span style="font-family: "Meiryo UI";">30<span lang="ZH-HK">万人以上のアスリートがスポーツやレクリエーション中に脳震とうを起こしています。脳震とうなどの怪我の評価や診断では、従来の主観的な検査に代わって客観的な検査が行われるようになりました。脳震とうの重症度を診断するには、まずは瞳孔の対光反射を調べます。これまでは医師が患者の眼に光を当て、瞳孔の収縮と拡大を観察していました。当然のことながら、患者によって反応には大きな差異があり、また医師によって瞳孔の大きさと反応についての解釈も異なるため、この方法には問題がありました。</span></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">このような目視による瞳孔測定に代わり、現在では複雑な技術のパイプライン処理とセンサを使用したコンピュータによる高度な検査が行われています。例えば、スマートフォンや</span><span style="font-family: "Meiryo UI";">VR<span lang="ZH-HK">ヘッドセットに搭載されている小型の高解像度カメラなら、毎秒最大数百フレームで眼の動画を撮影できます。リアルタイム解析に最適化されたコンピュータビジョン処理によって、この画像から強膜、虹彩、瞳孔などの眼の構成要素の特徴を抽出します。人間には感知できない赤外線スペクトルを利用することで、このセグメント化が大幅に簡素化されます。次に、複雑な数理モデルを使って、この画素データを</span>3<span lang="ZH-HK">次元の眼球モデルに変換し、ミリメートルなどの実世界の単位を抽出します。最後に、機械学習(</span>ML<span lang="ZH-HK">)アルゴリズムにより、データからノイズを取り除き、時系列のパターンを認識し、全個体数に関するパラメータの推定分布を行って、計測結果を得ます。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">このパイプライン処理により、精密な計測が行われ、主観性が排除されることで、医師の今後の主な役割は、この結果を受けて診断を行い、患者に所見を伝えることになります。このようなパイプラインを医療用途に応じて最適化すれば、これまで不可能だった客観的診断も可能になります。例えば、最近では炎症や乳がんの検出には、高度なノイズ除去アルゴリズムを使った最新の赤外線カメラがますます使用されるようになってきました。従来の乳房</span><span style="font-family: "Meiryo UI";">X<span lang="ZH-HK">線(マンモグラフィ)検査とは異なり、癌の初期段階からより精度の高い検査ができるようになり、しかも危険を伴う放射線を扱うことも、触診を行う必要もありません。新型コロナウイルスのような感染症の発熱検査では、この技術は非接触検査に活用でき、しかも接触を伴う検査よりもはるかに正確なデータが取得できます。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">リアルタイム検査が自宅で可能に</span></b><b><span style="font-family: "Meiryo UI"; mso-fareast-language: JA;"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">機器の小型化、特に小型のウェアラブル検査機器によって、医療施設以外の場所でも検査が可能になりました。心電図検査が必要な患者は、わざわざ医療機関に出向かなくても、ホルターモニタ心電図を装着すれば、日常生活を送りながら長時間にわたる心電図データが収集できます。ホルターモニタは、小型カメラとほぼ同じ大きさで、電極があり、</span><span style="font-family: "Meiryo UI";">24<span lang="ZH-HK">時間から</span>48<span lang="ZH-HK">時間まで連続で装着できます。モニタがかさばるため、患者はある程度行動の制限を受けますが、 医療機関で行う検査よりも心臓リズムから幅広い知見を得ることができます。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">さらに小型化技術は、医療の進歩をますます加速させています。フィットネス用ブレスレットやスマートウォッチに搭載された新世代の光センサは、快適性を大きく向上させながら、より有用性の高いデータを提供します。データの品質はまだ電極を使ったモニタには及びませんが、アップル社は最近、スマートウォッチで不整脈が検出ができることを発表し、医療業界を超えて大きな話題となりました。このような循環器系の計測機器のほかにも、膨大な種類の医療機器に向けて多くのセンサが活用されています。例えば、患者を慣れない睡眠用実験室で観察するのではなく、睡眠用マスクの形をした最新の携帯用脳波計(</span><span style="font-family: "Meiryo UI";">EEG<span lang="ZH-HK">)ヘッドセットを使用すれば、自宅の寝室にいながらにして脳の活動がおおまかに観察できます。ますます多くの認証済みオープンソースセンサが利用できるようになり、小型でも強力な医療機器の開発は、もはや一部の有力企業だけの独壇場ではなくなっています。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">患者データを臨床研究と標準化に活用</span></b><b><span style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">現在、医師が直面している大きな問題の</span><span style="font-family: "Meiryo UI";">1<span lang="ZH-HK">つは、患者に関連する情報を臨床試験、臨床研究、リポジトリ、レジストリから見つけ出すことです。臨床試験やその他のリソースはある程度まで標準化されていますが、組織、医療分野、地域を超えて標準化されておらず、医師には研究結果を見つけ、取得し、利用する</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">術があ</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">りません。このような情報に関する医師のニーズに対応するには、二重の課題があります。医療情報システム間の相互運用性を実現しながら、医師が関連情報を検索し、アクセスできるシステムを開発することです。</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">このような要求に応えて、人間の手を最小限に抑えて、「見つけられる、アクセスできる、相互運用できる、再利用できる」(</span><span style="font-family: "Meiryo UI";">FAIR<span lang="ZH-HK">)データを利用できるよう標準化が行われるようになりました。例えば、国際医療用語集</span>SNOMED
CT<span lang="ZH-HK">(</span>Systematized Nomenclature of Medicine Clinical Terms<span lang="ZH-HK">)は、医療コード、用語、同義語、所見、症状、疾患、処置、機器などを対象に医療データのインデックス化、保存、検索、集計が一貫して行えるようにまとめられた、コンピュータ対応の用語集です。同じように</span>LOINC<span lang="ZH-HK">(</span>Logical Observation Identifiers Names and Codes<span lang="ZH-HK">)は、標準コード規格であり、臨床検査データを検索できるデータベースです。</span></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">こうした標準化に求められるメタデータによって、医師はデータにアクセスし、データ全体から重要なインサイトを得ることができます。ドイツの国家プロジェクト健康管理データ基盤</span><span style="font-family: "Meiryo UI";">NFDI4Health<span lang="ZH-HK">のようなデータベースでは、バイオマーカーなどの臨床データが疾患や障害のメタデータに埋め込まれており、その結果、幅広い患者層を対象とした機械学習アルゴリズムによる分析が可能になります。以前は客観的な診断が困難とされてきた精神疾患のような疾患や障害についても、今ではセンサと機械学習アルゴリズムのおかげで、バイオマーカーによる新たな診断基盤が整備されつつあります。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">まとめ</span></b><b><span style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">医療診断は、医師が</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">情報を拡張して客観的な判断を下せる測定機器を使えるかどうか</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">で大きく左右されます。<br />計測機器を使用しなければ、大きさの正確な特定も、温度の精密な計測も、肉眼では見えない物体や有機体の識別も不可能です。医療センサと</span><span style="font-family: "Meiryo UI";">AI<span lang="ZH-HK">は、機器による診断に革命をもたらしており、客観的データを提供し、患者の生活環境での検査を可能にし、患者データ</span></span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">と</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">臨床研究</span><span lang="JA" style="font-family: "Meiryo UI"; mso-fareast-language: JA;">情報の統合を</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">実現しています。</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p>
<div class="MsoNormal"><span style="font-family: helvetica;">★★★★★★★★★★★★★★★★★★★★
</span></div><div class="MsoNormal"><div class="MsoNormal"><span style="font-family: helvetica;">
Mouserブログをもっと読む</span></div><div class="MsoNormal"><span style="font-family: helvetica;"> ➡ <a href="https://www.mouser.com/blog?utm_source=jp-blog&utm_medium=social" target="_blank">Mouserサイト・英語(あらゆる種類・最新トピックの記事)</a></span></div><span style="font-family: helvetica;"> ➡ <a href="https://mouserjapan.blogspot.com/" target="_blank">日本語ページ(ピックアップして翻訳した記事)</a></span></div><div class="MsoNormal"><span style="font-family: helvetica;">★★★★★★★★★★★★★★★★★★★★</span></div><p class="MsoNormal"><span style="font-family: helvetica;"><br /></span></p><p class="MsoNormal"><br /><span style="font-family: helvetica;"><span style="font-family: helvetica; mso-fareast-font-family: "Meiryo UI";"><b>著者</b></span></span></p><p class="MsoNormal"><span style="font-family: helvetica;"><span style="font-family: helvetica; mso-fareast-font-family: "Meiryo UI";"><b> </b></span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"></span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiuoSiV-CDYWLp1OLp83ubnvBOHVj9TAl_zJk3QlKTVa47kOximGfYZ7tijbdv7rIQ7schoFU3Ndik6L7UfaGX0UlH8p5U-cetAN1Pq1gnTmcms2z1EOe9-1KjGAxI1ZRW4iRKSDF1IwuE/s1287/ChristopherGundler_Headshot.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="1287" data-original-width="1287" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiuoSiV-CDYWLp1OLp83ubnvBOHVj9TAl_zJk3QlKTVa47kOximGfYZ7tijbdv7rIQ7schoFU3Ndik6L7UfaGX0UlH8p5U-cetAN1Pq1gnTmcms2z1EOe9-1KjGAxI1ZRW4iRKSDF1IwuE/w200-h200/ChristopherGundler_Headshot.jpg" width="200" /></a></div><p></p>
<p class="MsoNormal"><span style="background: #FCFCFC; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Arial;"><b>Christopher Gundler</b><span lang="ZH-HK"></span></span></p><p class="MsoNormal"><span style="background: #FCFCFC; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Arial;"><span lang="ZH-HK">認知科学者、医療コンピュータスペシャリスト。<br />専門は医療診断へのセンサデータ活用のための数理モデリング。現在、軽度外傷性脳損傷の臨床検査ソリューション</span>eyeTrax<span lang="ZH-HK">の機械学習とコンピュータビジョンを担当。</span></span></p>
<p class="MsoNormal"><span style="background: #FCFCFC; color: #333333; font-family: "Meiryo UI"; mso-bidi-font-family: Arial;"> </span></p>
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UnhideWhenUsed="true" QFormat="true" Name="heading 8"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="heading 9"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index 9"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
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<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 2"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 3"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 4"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 5"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 6"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 7"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 8"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 9"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="footnote text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="annotation text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="header"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="footer"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index heading"/>
<w:LsdException Locked="false" Priority="35" SemiHidden="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="table of figures"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="envelope address"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="footnote reference"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="endnote reference"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="endnote text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="table of authorities"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="toa heading"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="10" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Signature"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="11" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="22" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Plain Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="E-mail Signature"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Top of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Acronym"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Cite"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Code"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Keyboard"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Preformatted"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal Table"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="39" Name="Table Grid"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" QFormat="true"
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<w:LsdException Locked="false" Priority="29" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" QFormat="true"
Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 2"/>
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<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 3"/>
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<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 3"/>
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<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 3"/>
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<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 5"/>
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<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" QFormat="true"
Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" QFormat="true"
Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" QFormat="true"
Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" QFormat="true"
Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" SemiHidden="true"
UnhideWhenUsed="true" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
<w:LsdException Locked="false" Priority="41" Name="Plain Table 1"/>
<w:LsdException Locked="false" Priority="42" Name="Plain Table 2"/>
<w:LsdException Locked="false" Priority="43" Name="Plain Table 3"/>
<w:LsdException Locked="false" Priority="44" Name="Plain Table 4"/>
<w:LsdException Locked="false" Priority="45" Name="Plain Table 5"/>
<w:LsdException Locked="false" Priority="40" Name="Grid Table Light"/>
<w:LsdException Locked="false" Priority="46" Name="Grid Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="Grid Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="Grid Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
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<w:LsdException Locked="false" Priority="39" SemiHidden="true"
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<w:LsdException Locked="false" Priority="39" SemiHidden="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
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<w:LsdException Locked="false" Priority="39" SemiHidden="true"
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<w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark"/>
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<w:LsdException Locked="false" Priority="52" Name="Grid Table 7 Colorful"/>
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<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 1"/>
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<w:LsdException Locked="false" Priority="52"
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<w:LsdException Locked="false" Priority="46"
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<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 2"/>
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<w:LsdException Locked="false" Priority="51"
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<w:LsdException Locked="false" Priority="52"
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<w:LsdException Locked="false" Priority="46"
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<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 3"/>
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<w:LsdException Locked="false" Priority="51"
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<w:LsdException Locked="false" Priority="52"
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<w:LsdException Locked="false" Priority="46"
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</p><p class="MsoNormal"><span style="font-size: small;"><span style="font-family: "Meiryo UI";">2020<span lang="ZH-HK">年には、</span>44<span lang="ZH-HK">億人以上ものインターネットユーザーがソーシャルメディアなどに投稿、口コミ、レビューを書き込み、そこから膨大な量のデータが生まれています。これらのデータから抽出される「インサイト」は、製品開発、マーケティング、顧客サポートに活かせるため、企業やイノベーターにとって計り知れない価値があります。ところが、このインサイトを引き出すという作業はなかなか一筋縄ではいきません。というのも、感情を持つ客によって書き込まれたデータは、人間の言語や文化的背景が複雑であるため、機械に</span></span><span lang="JA" style="font-family: "Meiryo UI";">は</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">理解</span><span lang="JA" style="font-family: "Meiryo UI";">し、</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">解釈するのが難しいからです。自然言語処理(</span><span style="font-family: "Meiryo UI";">NLP<span lang="ZH-HK">)と機械学習(</span>ML<span lang="ZH-HK">)などの技術を活用すれば、コンピュータは人間の言語からその意味を引き出し、理解することができるようになります。さらには、人工知能(</span>AI<span lang="ZH-HK">)の先進的研究分野である感情分析では、構造化されていない、客が書き込んだデータを機械に理解させ、その意見がポジティブなのか、ネガティブなのか、それともニュートラルなのかを判断させることが可能になります。</span></span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; font-size: 11.0pt;"> </span></p>
<h2 class="MsoNormal" style="text-align: left;"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11.0pt;">意味分析からわかる言語の複雑性</span></b><b><span style="font-family: "Meiryo UI"; font-size: 11.0pt;"></span></b></h2>
<p class="MsoNormal"><span style="font-size: small;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">自然言語処理の感情分析について理解するために、あるレストランに寄せられた「スープが美味しかった」という簡単な</span><span lang="JA" style="font-family: "Meiryo UI";">コメントについて</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">考えてみましょう。この</span><span lang="JA" style="font-family: "Meiryo UI";">コメント</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">を分析するには</span><span style="font-family: "Meiryo UI";">3<span lang="ZH-HK">つの手順が必要になります。</span></span></span></p><span style="font-size: small;">
</span><ul style="text-align: left;"><li><span style="font-size: small;"><span lang="JA" style="font-family: "Meiryo UI";">コメントや文章</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">、またはテキスト全体に意見が含まれていることを確認する。</span><span style="font-family: "Meiryo UI";"></span></span></li></ul><span style="font-size: small;">
</span><div><ul style="text-align: left;"><li><span style="font-size: small;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">その意見がポジティブ、ネガティブ、ニュートラル(極性という)のいずれであるかを判断する。</span><span style="font-family: "Meiryo UI";"></span></span></li></ul>
</div><div><ul style="text-align: left;"><li><span style="font-size: small;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">意見の対象を確認する。</span><span style="font-family: "Meiryo UI";"></span></span></li></ul><span style="font-size: small;">
</span><p class="MsoNormal"><span style="font-size: small;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">この文を感情分析すると、レストランで出された料理に対して明らかにポジティブであることがわかります。ところが、これと一見よく似ている「ビールが冷たい」という文では、そう単純には判断できなくなります。ほとんどの人は冷えたビールが好きなので、これをポジティブな意見だと捉えますが、別の文脈では「冷たい」はネガティブな極性を持つことがあります。例えば、「コーヒーが冷たい」という文は、文の構造と形容詞こそ同じですが、多くの人は冷たいコーヒーをネガティブだと考えるでしょう。</span><span style="font-family: "Meiryo UI";"></span></span></p><span style="font-size: small;">
</span><p class="MsoNormal"><span style="font-size: small;"><span style="font-family: "Meiryo UI";"></span></span></p><span style="font-size: small;">
</span><p class="MsoNormal"><span style="font-size: small;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">これ以外にも言語の複雑性によって、例えば、「料理は美味しく、スープは冷たかった」のような複数の感情を含んだ文の場合、さらに様々な問題が生まれます。この文では、客のスープの温度の好みによって、感情はポジティブにも、ネガティブにも受け取れ、曖昧です。同様に、「スープは温かく、ビールは冷たかった」という文は、ほとんどの人にとってはポジティブな感情ですが、ある一部の客の文脈では曖昧になります。</span><span style="font-family: "Meiryo UI";"></span></span></p><span style="font-size: small;">
</span><p class="MsoNormal"><span style="font-size: small;"><span style="font-family: "Meiryo UI";"></span></span></p><span style="font-size: small;">
</span><p class="MsoNormal"><span style="font-size: small;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">修飾語は極性の境界をさらにわかりにくくします。例えば、「スタッフは親切すぎるぐらいだった」という意見を考えてみましょう。ここでは皮肉なのか、反語なのか、比喩なのかを判断しなければならず、感情を正しく判別するのがさらに難しくなります。「</span><span style="font-family: "Meiryo UI";">1<span lang="ZH-HK">時間以上待たされ、本当に素晴らしいサービスだった!」というような文になると、トレーニングデータに不足し、体系的に手作業でコード化するのが極めて困難になります。</span></span></span></p>
<h3 class="MsoNormal" style="text-align: left;"><span style="font-family: "Meiryo UI"; font-size: 11.0pt;"> </span><b><span style="font-family: "Meiryo UI"; font-size: 11.0pt;"> </span></b></h3>
<h3 class="MsoNormal" style="text-align: left;"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11.0pt;">意味分析における文化変数</span></b><b><span style="font-family: "Meiryo UI"; font-size: 11.0pt;"></span></b></h3>
<p class="MsoNormal"><span style="font-size: small;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">意見の極性の判断は、個人的、文化的、または状況的な好みまで考慮に入れると、ますます難しくなります。例えば、伝統的な日本の「リョカン(旅館)」に対する顧客レビューの分析を考えてみましょう。日本の旅館は通常、豪華で宿泊料も高く、また、客室内の浴室よりも共同の大浴場を売りとしています。「シャワーにゴミがあった」や「子ども用のプールがあった」など、モノの有無に関して、ポジティブであるか、ネガティブであるかを分類することは単純なことのように思えます。しかし、この旅館の例</span><span lang="JA" style="font-family: "Meiryo UI";">では</span><span lang="ZH-HK" style="font-family: "Meiryo UI";">、データから有益なインサイトを引き出すには、文化変数と個人的好みを考慮することが不可欠であることがわかります。日本では、共同の大浴場はポジティブな属性であると考えられています。それに対して、ヨーロッパからの旅行者のほとんどは、特に豪華ホテルの場合、これをネガティブな属性だと考えるでしょう。この例は、</span><span style="font-family: "Meiryo UI";">1<span lang="ZH-HK">つの特徴でも</span>2<span lang="ZH-HK">つの文化を考慮しなければならないことを示しています。</span></span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; font-size: 11.0pt;"> </span></p>
<h3 class="MsoNormal" style="text-align: left;"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11.0pt;">自然言語処理における言語と文化変数への対応</span></b><b><span style="font-family: "Meiryo UI"; font-size: 11.0pt;"></span></b></h3>
<p class="MsoNormal"><span style="font-size: small;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">自然言語処理では、文書全体レベル、段落・文レベルで感情の分析を行い、その結果を数値化します。文書全体の分析は有益ではありますが、段落・文レベルの分析のほうが粒度が細かいため、より正確な結果を得ることができます(例えば、製品そのものだけでなく、その製品のある特徴に対する感情が判別できます)。ここで課題になるのが、感情辞書の作成です。これは機械が感情をポジティブ、ネガティブ、ニュートラルのいずれかに分類するための規則を定めたものです。多くの無料のツールやリソースが出発点として公開データでトレーニングされており、すぐ利用できます。例えば、</span><span style="font-family: "Meiryo UI";">Natural Language Toolkit<span lang="ZH-HK">、</span>spaCy<span lang="ZH-HK">、</span>TextBlob<span lang="ZH-HK">のようなソフトウェアライブラリには、感情モデルや、ユーザーデータによる再トレーニングが含まれています。コーディング不要がよければ、</span>Google
Cloud Platform <span lang="ZH-HK">や</span> Microsoft Azure<span lang="ZH-HK">などのクラウドサービスでも、感情分析をすぐに始められます。手順はごく簡単で、分析したいテキストをブラウザにペーストし、アプリをビルドするだけです。</span></span></span></p>
<p class="MsoNormal"><span style="font-size: small;"><span style="font-family: "Meiryo UI";"></span></span></p><span style="font-size: small;">
</span><p class="MsoNormal"><span style="font-size: small;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">準備段階、データセット、機械学習モデルでは、言語と文化の複雑性が解決されなければなりません。つまり以下の対応が必要になります。</span></span><span style="font-family: "Meiryo UI"; font-size: 11.0pt;"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; font-size: 11.0pt;"> </span></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11.0pt;">準備段階</span></b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11.0pt;"> </span></p><p class="MsoNormal"><span style="font-size: small;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">変数と有益なインサイトが得られるための構造的なアプローチを見つけます。例えば、背景にある言語や文化、トーン、ソース、ターゲットの属性についてデータを分析し、その要素の解釈について言語学者に意見を求めます。同じターゲットグループに属する人々にインタビューし、ニュアンスや文脈を正確に理解すれば、アプローチが改善できます。</span></span><span style="font-family: "Meiryo UI"; font-size: 11.0pt;"></span></p>
<h3 class="MsoNormal" style="text-align: left;"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11.0pt;">データトレーニング</span></b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11.0pt;"></span></h3><p class="MsoNormal"><span style="font-size: small;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">変数に必要なサンプルを見つけ、人間によるアノテーション(注釈)を加えます。これには、辞書などの知識ベースを再検討し、問題があればトレーニングデータを追加したり、あるいは、問題があるサンプルや誤解を招くサンプルがあれば、データから削除しておくことが必要です。</span></span><span style="font-family: "Meiryo UI"; font-size: 11.0pt;"></span></p>
<h3 class="MsoNormal" style="text-align: left;"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11.0pt;">モデリング</span></b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11.0pt;"> </span></h3><p class="MsoNormal"><span style="font-size: small;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">数学的な処理で文を表現する方法を見つけます。例えば、あるテキストを数値ベクトルで表現するワードエンベディングは、文脈で使用された言葉をそれぞれポジティブ、ネガティブ、ニュートラルにマッピングするのに有効です。データ分析は明示的にも非明示的にも個々の客の好みに基づいているのが理想的ですが、この分析は複雑で、ユーザーが特定できない場合はほとんど不可能です。より手軽な方法は、地域や言語別にデータを分析することです。それから、文化の違いを個別のトレーニングサンプルでモデル化します。</span></span><span style="font-family: "Meiryo UI"; font-size: 11.0pt;"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI"; font-size: 11.0pt;"> </span></p>
<h3 class="MsoNormal" style="text-align: left;"><b><span lang="ZH-HK" style="font-family: "Meiryo UI"; font-size: 11.0pt;">まとめ</span></b><b><span style="font-family: "Meiryo UI"; font-size: 11.0pt;"></span></b></h3>
<p class="MsoNormal"><span style="font-size: small;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">メディアへの投稿、レビュー、口コミなど、客が書き込んだデータは、企業やイノベーターにとって貴重なインサイトになります。自然言語と文化的背景が複雑であるため、</span><span style="font-family: "Meiryo UI";">AI<span lang="ZH-HK">マシンが客の意見を理解するのは困難です。しかし、感情分析は、このような要素を捉えて、インサイトに反映させることができます。無料で提供されているツールを使って感情分析を始めることはできますが、言語と文化の複雑性には課題があり、十分な計画、データの準備、モデリングが必要です。言語と文化の複雑性に対して意識を高めることは、有益なインサイトを得るための第一歩であると同時に、客とそのニーズをより理解するための非常に価値のあるアプローチであると言えます。</span></span></span></p>
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Mouserブログをもっと読む</span></div><div class="MsoNormal"><span style="font-family: helvetica;"> ➡ <a href="https://www.mouser.com/blog?utm_source=jp-blog&utm_medium=social" target="_blank">Mouserサイト・英語(あらゆる種類・最新トピックの記事)</a></span></div><span style="font-family: helvetica;"> ➡ <a href="https://mouserjapan.blogspot.com/" target="_blank">日本語ページ(ピックアップして翻訳した記事)</a></span></div><div class="MsoNormal"><span style="font-family: helvetica;">★★★★★★★★★★★★★★★★★★★★</span></div><p class="MsoNormal"><span style="font-family: helvetica;"><br /></span></p><p><span style="font-family: helvetica; mso-fareast-font-family: "Meiryo UI";"><b>著者</b></span></p>
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<p class="MsoNormal"><span style="font-family: "Meiryo UI"; font-size: 11.0pt;"></span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjZPG2aDkWb1jjYiTJx7MfJHMgv5n3kuHyhJclWVTWm_gMl3M-Ossd23erIyUMcRq0ynH5ZEPuMLkUb0A-2sBTQEisqeVMb8wCyFT16JBFr9yrSgx2-1UdIsu4Mx8JZprYLihb-7MyrBso/s591/Editor+image+Rafik+Mitry+.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-left: 1em;"><img border="0" data-original-height="591" data-original-width="472" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjZPG2aDkWb1jjYiTJx7MfJHMgv5n3kuHyhJclWVTWm_gMl3M-Ossd23erIyUMcRq0ynH5ZEPuMLkUb0A-2sBTQEisqeVMb8wCyFT16JBFr9yrSgx2-1UdIsu4Mx8JZprYLihb-7MyrBso/w160-h200/Editor+image+Rafik+Mitry+.jpg" width="160" /></a></div><p></p><p class="MsoNormal"><span style="font-family: "Meiryo UI"; font-size: 11.0pt;"></span></p>
<p class="MsoNormal"><b><span style="background: #FCFCFC; color: #333333; font-family: "Meiryo UI"; font-size: 11.0pt; mso-bidi-font-family: Arial;"> </span></b></p><p class="MsoNormal"><b><span style="background: #FCFCFC; color: #333333; font-family: "Meiryo UI"; font-size: 11.0pt; mso-bidi-font-family: Arial;">Michael Matuschek<span lang="ZH-HK"> </span></span></b></p><p class="MsoNormal"><span style="background: #FCFCFC; color: #333333; font-family: "Meiryo UI"; font-size: 11.0pt; mso-bidi-font-family: Arial;"><span lang="ZH-HK"> <br /></span></span></p><p class="MsoNormal"><span style="font-size: small;"><span style="background: rgb(252, 252, 252) none repeat scroll 0% 0%; color: #333333; font-family: "Meiryo UI";"><span lang="ZH-HK">ドイツ・デュッセルドルフのシニアデータサイエンティスト。コンピュータサイエンスで修士号、数理言語学で博士号を取得。各種産業界および学術界にて様々な自然言語処理プロジェクトに参画。専門テーマはレビューの感情分析、顧客メール分類、オントロジーエンリッチ
メントなど。</span></span></span><span style="font-family: "Meiryo UI"; font-size: 11.0pt;"></span></p>
<p><span style="font-family: "Meiryo UI"; font-size: 10.0pt; mso-ansi-language: EN-US; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-fareast-language: JA;"><span lang="JA"> </span></span></p><p> </p><p> </p></div>Mouser Japanhttp://www.blogger.com/profile/17823163461486682307noreply@blogger.com0tag:blogger.com,1999:blog-5786635332508926329.post-66804060618077291142021-03-09T10:18:00.007+09:002021-03-09T10:18:53.580+09:00AI 研究最前線の今。ミュンヘン工科大学教授インタビュー!<p class="MsoNormal"> <b><i><span lang="ZH-HK" style="font-family: "Meiryo UI";">ミュンヘン工科大学アロイス・クノル教授へのインタビュー記事</span></i></b></p><p class="MsoNormal"><b><i><span lang="ZH-HK" style="font-family: "Meiryo UI";"> </span></i></b><b><i><span style="font-family: "Meiryo UI";"></span></i></b></p>
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</p><p class="MsoNormal"><i><span lang="ZH-HK" style="font-family: "Meiryo UI";">(写真:</span></i><i><span style="font-family: "Meiryo UI";">Andrey Suslov/Shutterstock.com<span lang="ZH-HK">)</span></span></i><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";">2020<span lang="ZH-HK">年</span>9<span lang="ZH-HK">月、ミュンヘン工科大学(</span>TUM<span lang="ZH-HK">)ロボット工学・組み込みシステム学部教授であるアロイス・クノル(</span>Alois
Knoll<span lang="ZH-HK">)氏に、人工知能(</span>AI<span lang="ZH-HK">)についてインタビューを行いました。クノル氏の研究分野は、人間とロボットの相互作用、サービスロボット、医療ロボット、認知ロボット、サイバーフィジカルシステム、組み込みシステムです。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">今回のインタビューでは、同氏が現在行っている研究内容、エッジ</span><span style="font-family: "Meiryo UI";">AI<span lang="ZH-HK">の課題、</span>Neuralink<span lang="ZH-HK">社の開発成果、</span>AI<span lang="ZH-HK">による自動運転について伺いました。</span></span></p>
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</p><p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";"> </span></b></p><p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">現在、ロボットのどのような研究をされているのですか?</span></b><b><span style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">現在は次のような研究に力を入れています。</span><span style="font-family: "Meiryo UI";"></span></p>
<ul style="margin-top: 0cm;" type="square"><li class="MsoNormal" style="mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><span style="font-family: "Meiryo UI";">AI<span lang="ZH-HK">の安全性と信頼性の向上</span></span></li><li class="MsoNormal" style="mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">重要インフラでの</span><span style="font-family: "Meiryo UI";">AI<span lang="ZH-HK">活用</span></span></li><li class="MsoNormal" style="mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><span style="font-family: "Meiryo UI";">AI<span lang="ZH-HK">による製造工程の最適化</span></span></li></ul>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">このほかに、「ヒューマンブレインプロジェクト(</span><span style="font-family: "Meiryo UI";">HBP<span lang="ZH-HK">)」と「ロボーイ」という</span> 2<span lang="ZH-HK">つの大きな研究プロジェクトに取り組んでいます。</span></span></p>
<p class="MsoNormal"><b><span style="font-family: "Meiryo UI";"> </span></b></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">ヒューマンブレインプロジェクト</span></b><b><span style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">ヒューマンブレインプロジェクトとは、脳研究と技術開発を結集させた壮大な規模のプロジェクトです。その中でも特に注目されているのが、「脳模倣型プロセッサ」と「ニューロロボティクス」という</span><span style="font-family: "Meiryo UI";">2<span lang="ZH-HK">つの研究分野です。ヒューマンブレインプロジェクトは、神経科学、医学、コンピューティングの進歩に向けた研究基盤作りであると言えます。欧州連合(</span>EU<span lang="ZH-HK">)が資金提供した科学プロジェクトの中でもほぼ最大規模のものであり、</span>4<span lang="ZH-HK">つの「未来・新興技術(</span>FET<span lang="ZH-HK">)フラッグシッププロジェクト」の</span>1<span lang="ZH-HK">つとして位置づけられています。プロジェクトの活動期間は</span>2013<span lang="ZH-HK">年から</span>10<span lang="ZH-HK">年間とされており、 欧州全域の</span>100<span lang="ZH-HK">を超える大学や大学病院、研究機関から</span>800<span lang="ZH-HK">名以上もの科学者がこれに参加しています。</span></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">このプロジェクトの主な目的は、人間の脳の仕組み、ニューロンの機能といった、人間の脳の複雑な生物学的詳細を様々なレベルから解明することにあります。研究から得られた知識は、医療、コンピューティング、工学技術などで脳機能を応用したアプリケーションに活用されます。</span><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><b><span style="font-family: "Meiryo UI";"> </span></b></p>
<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">ロボーイプロジェクト</span></b><b><span style="font-family: "Meiryo UI";"></span></b></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">ロボーイ(</span><span style="font-family: "Meiryo UI";">Roboy<span lang="ZH-HK">)は、</span>AI<span lang="ZH-HK">を擬人化しているという意味で世界最先端のロボットの</span>1<span lang="ZH-HK">つであり、このプロジェクトは世界の注目を集めています。ロボーイは人体の筋骨格系をモデル化した高度な人型ロボットです。筋肉と腱があるという点で、関節にモータを搭載した従来のロボットとは一線を画しています。ミュンヘン工科大学のロボーイプロジェクトチームは現在、対話システム、音声テキスト変換、テキスト音声変換、記憶システムなどによる認知システムの開発に取り組んでいます。最初のロボーイが</span>2013<span lang="ZH-HK">年</span>3<span lang="ZH-HK">月に発表されて以来、</span>2019<span lang="ZH-HK">年にはアイスクリームが売れるまでに進化しました。</span>2050<span lang="ZH-HK">年までには人間と同じように機能できるようにさせる計画です。</span></span></p>
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<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">現在、エッジ</span></b><b><span style="font-family: "Meiryo UI";">AI<span lang="ZH-HK">にはどのような課題があるのでしょうか。課題があるのは、ソフトウェア、ハードウェア(計算エンジン)、あるいは倫理面でしょうか。</span></span></b></p>
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<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">倫理面には常に注意している必要があります。ですからヒューマンブレインプロジェクトでは、倫理問題のみを取り扱う専門グループを作り、倫理的課題を検討するようにしています。基本的には、人間の脳の解読はまだ初期段階にすぎません。今ではテクノロジーの大きな進歩により、知っていることを実装するのは難しくありません。その多くはチップとして開発中であったり、製品化されています。それでも今後は、人間の脳の働きを模したニューロモーフィックプロセッサが、</span><span style="font-family: "Meiryo UI";">AI<span lang="ZH-HK">アプリケーションで主要な役割を果たすようになると期待されています。例えば、</span>SpiNNaker<span lang="ZH-HK">システムの開発は、</span>ARM<span lang="ZH-HK">アーキテクチャのカスタムデジタルマルチコアチップ上でリアルタイムで実行する数値モデルをベースにしています。このシステムは生物学的ニューラルネットワークをアナログまたはデジタルとして電子回路上でシミュレートします。</span>SpiNNaker<span lang="ZH-HK">システムは、それぞれ</span>18<span lang="ZH-HK">個のコアを持つカスタムデジタルチップ</span>3<span lang="ZH-HK">万個を搭載しており、合計で</span>50<span lang="ZH-HK">万個以上ものコアを搭載しています。さらに、共有されたローカルメモリ</span>128MB<span lang="ZH-HK">(</span>RAM<span lang="ZH-HK">)も搭載しているのです。ニューロモーフィックプロセッサには、インテルの</span>Loihi<span lang="ZH-HK">など、市販されているものもあります。ハードウェアの開発スピードは本当に驚異的です。</span></span></p>
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<p class="MsoNormal"><b><span style="font-family: "Meiryo UI";">Neuralink<span lang="ZH-HK">社は何かを実現できると思われますか?</span></span></b></p>
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<p class="MsoNormal"><span style="font-family: "Meiryo UI";">Neuralink<span lang="ZH-HK">社のイーロン・マスク氏(</span>Tesla<span lang="ZH-HK">社</span>CEO<span lang="ZH-HK">)は、人間の脳のニューロンにつなぐ埋め込み可能のチップについてプレゼンテーションを行いましたが、これは医学研究における重要な進歩であると言えます。その目的がパーキンソン病などの特定の疾患の治療であるなら、</span>Neuralink<span lang="ZH-HK">社には大きな期待ができます。ただし、人間の脳に直接音楽を聴かせたり、人間をもっと賢くできると期待するのは、非現実的だと思います。いずれにせよ、脳疾患の治療に役立つという意味で、医学的見地からも非常に画期的な開発です。</span></span></p>
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<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">なぜ自動車に搭載された</span></b><b><span style="font-family: "Meiryo UI";">AI<span lang="ZH-HK">は新しい事象に対して自分で判断できないのでしょうか。</span></span></b></p>
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<p class="MsoNormal"><span style="font-family: "Meiryo UI";">AI<span lang="ZH-HK">を自動車に搭載するには様々な方法があります。</span>1<span lang="ZH-HK">つは、</span>NVIDIA<span lang="ZH-HK">社によって推進されている、いわゆるエンドツーエンドアプローチで、車に様々なシナリオに従って運転させるという方法です。これは実現可能ですが、いくつかの問題点があります。</span></span></p>
<ul style="margin-top: 0cm;" type="square"><li class="MsoNormal" style="mso-list: l1 level1 lfo2; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">一般化能力の欠如:その車が今まで見たことのない新しいシナリオに遭遇した場合、車はどうすればいいのかわからなくなります。</span><span style="font-family: "Meiryo UI";"></span></li><li class="MsoNormal" style="mso-list: l1 level1 lfo2; tab-stops: list 36.0pt;"><span lang="ZH-HK" style="font-family: "Meiryo UI";">トレーサビリティの問題:</span><span style="font-family: "Meiryo UI";"> AI<span lang="ZH-HK">が行った判断について、なぜそのように反応し、なぜその判断に至ったのかが理解できません。</span></span></li></ul>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">例えば、高速道路を走行している間は、正しいパラメータが稼働している限り、</span><span style="font-family: "Meiryo UI";">AI<span lang="ZH-HK">はほとんどのタスクを容易にこなすことができます。しかし、いったん高速道路を降りて市街地に入ったとたん、交通状況は極めて複雑になります。</span></span></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">もしモデルトレーニングにもないような、</span><span style="font-family: "Meiryo UI";">AI<span lang="ZH-HK">が知らない問題が発生したら、その場では解決できなくなる、そんな重大な課題がいまだに残っています。ですから今日に至るまで完全自動運転車が実現していないのです。その原因は現在採用しているアプローチにあります。完全自律走行車を実現するためのニューラルネットワークアーキテクチャの開発方法は、まだわかっていません。これは主にソフトウェアの問題ではなく、方法論と構造の問題です。</span></span></p>
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<p class="MsoNormal"><b><span lang="ZH-HK" style="font-family: "Meiryo UI";">最後に、</span></b><b><span style="font-family: "Meiryo UI";">AI<span lang="ZH-HK">分野の仕事を目指している学生に一言お願いします。</span></span></b></p>
<p class="MsoNormal"><span lang="ZH-HK" style="font-family: "Meiryo UI";">ミュンヘン工科大学ロボット工学・認知・人工知能修士課程に来てください。この分野について幅広く深く学ぶことができるので、ロボット、</span><span style="font-family: "Meiryo UI";">AI<span lang="ZH-HK">のいずれの分野でも産業界への就職が有利になるでしょう。</span></span></p>
<p class="MsoNormal"><span style="font-family: "Meiryo UI";"> </span></p><div class="MsoNormal"><span style="font-family: helvetica;">★★★★★★★★★★★★★★★★★★★★
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Mouserブログをもっと読む</span></div><div class="MsoNormal"><span style="font-family: helvetica;"> ➡ <a href="https://www.mouser.com/blog?utm_source=jp-blog&utm_medium=social" target="_blank">Mouserサイト・英語(あらゆる種類・最新トピックの記事)</a></span></div><span style="font-family: helvetica;"> ➡ <a href="https://mouserjapan.blogspot.com/" target="_blank">日本語ページ(ピックアップして翻訳した記事)</a></span></div><div class="MsoNormal"><span style="font-family: helvetica;">★★★★★★★★★★★★★★★★★★★★</span></div><p class="MsoNormal"><span style="font-family: helvetica;"><br /></span></p><p><span style="font-family: helvetica; mso-fareast-font-family: "Meiryo UI";"><b>著者</b></span></p><p><span style="font-family: helvetica; mso-fareast-font-family: "Meiryo UI";"><b></b></span></p><div class="separator" style="clear: both; text-align: center;"><span style="font-family: helvetica; mso-fareast-font-family: "Meiryo UI";"><b><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj0Bm1VoqZ0Aeqgq88RRfSg-PBdR6wF1ranjsA0l1DIklBRMUhEgQCpTGwpX2d2ZMs5Uha2ZjTSeVTOLsOy9GK-uKo89IxbGYPKevn1yBVcSnPln8FhQS4lfr2JsOl9TIGgjEgumbK4cmo/s591/Editor+image+Rafik+Mitry+.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="591" data-original-width="472" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj0Bm1VoqZ0Aeqgq88RRfSg-PBdR6wF1ranjsA0l1DIklBRMUhEgQCpTGwpX2d2ZMs5Uha2ZjTSeVTOLsOy9GK-uKo89IxbGYPKevn1yBVcSnPln8FhQS4lfr2JsOl9TIGgjEgumbK4cmo/w160-h200/Editor+image+Rafik+Mitry+.jpg" width="160" /></a></b></span></div><p></p><p class="MsoNormal"><span style="font-family: "Meiryo UI";"><b>Rafik Mitry</b><span lang="ZH-HK"> </span></span></p><p class="MsoNormal"><span style="font-family: "Meiryo UI";"><span lang="ZH-HK">ミュンヘン工科大学で電子工学修士号取得。</span>3<span lang="ZH-HK">年間、同校にて環境発電分野の研究に従事。</span>2019<span lang="ZH-HK">年、</span><a href="https://eu.mouser.com/?utm_source=theengineer&utm_medium=none&utm_campaign=mouser-&utm_content=1x1&utm_id=391631"><span lang="ZH-HK">マウザー・エレクトロニクス</span></a> <span lang="ZH-HK">に入社。テクニカルマーケティングエンジニアとしてエレクトロニクス業界の現在・将来の技術トレンドを紹介する技術コンテンツの制作を担当。
趣味は、最新技術トレンドの把握のほか、航空、テニス。</span></span></p>
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