心電モニタ及び加速度センサを用いた行動提案システムの一方式

カテゴリ: 論文誌(論文単位)

グループ名: 【C】電子・情報・システム部門

発行日: 2021/12/01

タイトル(英語): A Method of A Behavior Suggestion System using ECG Monitor and Accelerometer

著者名: 冬爪　成人（東京電機大学 情報システム工学科），石山　仁（東京電機大学 電気電子工学科）

著者名(英語): Narito Fuyutsume (Department of Information System Engineering, Tokyo Denki University), Hitoshi Ishiyama (Department of Electrical and Electronic Engineering, Tokyo Denki University)

キーワード: IoT，ウェアラブルコンピューティング，心電モニタ，加速度センサ，自律神経，行動提案　　IoT，wearable computing，ECG monitor，accelerometer，autonomic nervous system，behavior suggestion

要約(英語): In recent years, the wearable computing equipped with several sensors built into a small microcomputer has been attracting people’s attention, and various information and data are acquired from people. In this paper, a novel behavior suggestion system using a small microcomputer connected with an ECG (Electrocardiograph) monitor and an accelerometer is proposed. In this system, the small microcomputer is connected with the server machine via wireless network. This server machine can assess a person’s heart rate, the status of autonomic nervous system, a person’s location information, and a person’s activity. In this way, the system for a person’s behavior suggestion is realized. And, optimized information for behavior suggestion is generated on some scenario base from several threshold values, and this useful information is presented to a user. In order to evaluate the effectiveness of this system, first, basic experiments was performed to acquire the finding of optimal parameters. Then, suggestion experiments were performed using this system. These results confirmed that this system proposes useful information by experiments of two scenarios. In this paper, the system architecture, its mechanism, and several experiments to confirm its efficacy are shown. Several possible improvements of this system in the future are also shown.

本誌: 電気学会論文誌C（電子・情報・システム部門誌） Vol.141 No.12 （2021） 特集Ⅰ：電気・電子・情報関係学会東海支部連合大会　特集Ⅱ：研究会優秀論文

本誌掲載ページ: 1472-1483 p

原稿種別: 論文／日本語

電子版へのリンク: https://www.jstage.jst.go.jp/article/ieejeiss/141/12/141_1472/_article/-char/ja/