据え置き型振動センサを用いた人の行動同定-高齢者見守り支援システムの基礎検討-
据え置き型振動センサを用いた人の行動同定-高齢者見守り支援システムの基礎検討-
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: 2015/12/01
タイトル(英語): Person's Action Identification using Non-Portable Vibration Sensor―Basic Research for an Aged Person Watching Support System―
著者名: 朱牟田 善治((一財)電力中央研究所),小田 義也(首都大学東京),澤本 潤(岩手県立大学),厚井 裕司((有)マクロネットワークス)
著者名(英語): Yoshiharu Shumuta (Central Research Institute of Electric Power Industry), Yoshiya Oda (Tokyo Metropolitan University), Jun Sawamoto (Iwate Prefectural University), Yuji Koi (Macro Networks)
キーワード: 見守り,高齢者,振動センサ,行動同定,主成分分析 watching support,aged person,vibration sensor,person's action identification,principal component analysis
要約(英語): The paper presents a model to identify person's actions using non-portable vibration sensor. In Japan, because solitary aged persons, who require the care, rapidly increases, a watching support system is needed to protect such aged persons. Vibrations generated by person's action are monitored by a non-portable vibration sensor. Some indices to evaluate the degree of similarity among different monitoring vibration data are formulated and are integrated based on the principal component analysis. Proposed similarity judgment method applies to an actual wooden 2-story house and discusses the judgment accuracy. As a result, it is shown that the purposed model enables us to accurately identify 15 person's action modes using a single non-portable vibration sensor.
本誌: 電気学会論文誌C(電子・情報・システム部門誌) Vol.135 No.12 (2015) 特集:電気・電子・情報関係学会東海支部連合大会
本誌掲載ページ: 1583-1593 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/135/12/135_1583/_article/-char/ja/
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