ウェアラブルセンサーを用いたバイタルデータ解析プラットフォームの提案

山登, 庸次

doi:10.51094/jxiv.1192

##article.authors##

山登, 庸次 NTT

DOI:

https://doi.org/10.51094/jxiv.1192

キーワード:

IoT、ウェアラブルセンサー、クラウドコンピューティング、 Sparkストリーミング、リアルタイム処理

抄録

本稿では、バイタルデータをリアルタイムアクションに活用するための既存の問題を解決するバイタルデータ分析プラットフォームを提案する。近年、IoT技術は進歩しているが、ヘルスケア分野では、分析されたバイタルデータに基づくリアルタイムアクションはまだ十分に考慮されていない。その原因は、ストリーム/マイクロバッチ処理の分析方法の適切な使用とネットワークコストである。既存の問題を解決するために、私たちはバイタルデータ分析プラットフォームを提案する。私たちのプラットフォームは、ウェアラブルバイタルセンサーの例を使用して心電図と加速度のバイタルデータを収集し、スマートフォンまたはクラウドでそれらを分析して、姿勢、疲労、リラックスを抽出する。私たちのプラットフォームは、分析された危険な姿勢や疲労レベルの変化を表示できる。私たちはプラットフォームを実装し、現在、フィールドテストを準備している。

山登庸次，"ウェアラブルセンサーを用いたバイタルデータ解析プラットフォームの提案," The 5th IIAE International Conference on Industrial Application Engineering 2017 (ICIAE 2017), 2017年3月

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