Development and Experimental Evaluation of Activity Detection System using Single Point Sensor for Observing Daily-Life of Elderly People

• Item type: Journal(1)
• 公開日: 2017-08-15
• タイトル: Development and Experimental Evaluation of Activity Detection System using Single Point Sensor for Observing Daily-Life of Elderly People
• タイトル / 言語: en
• タイトル: Development and Experimental Evaluation of Activity Detection System using Single Point Sensor for Observing Daily-Life of Elderly People
• 言語: eng
• キーワード / 主題Scheme: Other
• キーワード / 主題: [特集：Applications and the Internet in Conjunction with Main Topics of COMPSAC 2016（テクニカルノート）] sensor network, cloud server, daily-life activities
• 資源タイプ / 資源タイプ識別子: http://purl.org/coar/resource_type/c_6501
• 資源タイプ: journal article
• 著者所属: Ritsumeikan University
• 著者所属: Nagaoka University of Technology
• 著者所属: Nagaoka University of Technology
• 著者所属(英): en
• 著者所属(英): Ritsumeikan University
• 著者所属(英): en
• 著者所属(英): Nagaoka University of Technology
• 著者所属(英): en
• 著者所属(英): Nagaoka University of Technology
• 著者名: Hiroshi, Yamamoto; Tomoya, Ohiwa; Katsuyuki, Yamazaki
• 著者名(英): Hiroshi, Yamamoto; Tomoya, Ohiwa; Katsuyuki, Yamazaki
• 論文抄録 / 内容記述タイプ: Other
• 論文抄録 / 内容記述: A new support system is proposed for monitoring and advising elderly people. The proposed system uses a single microcomputer with various sensors to collect data in a room of the house where the elderly is living alone. It detects a gradual change of activity of the elderly by extracting general pattern of the activity from the measurement data (especially, time series data of sound strength) of the sensors. When the activity patterm markedly changes from the general model, notifications and advice are sent to not only the elderly but also their family with the aim of maintaining the good physical condition of the elderly and encouraging them to perform health-aware activities. As a first step of the study, the feasibility of behavior estimation from the collected sound data was evaluated. The evaluation results clarified that the measured sound data can be used to estimate the behavior of elderly people.; ------------------------------; This is a preprint of an article intended for publication Journal of; Information Processing(JIP). This preprint should not be cited. This; article should be cited as: Journal of Information Processing Vol.25(2017) (online); DOI http://dx.doi.org/10.2197/ipsjjip.25.783; ------------------------------
• 論文抄録(英) / 内容記述タイプ: Other
• 論文抄録(英) / 内容記述: A new support system is proposed for monitoring and advising elderly people. The proposed system uses a single microcomputer with various sensors to collect data in a room of the house where the elderly is living alone. It detects a gradual change of activity of the elderly by extracting general pattern of the activity from the measurement data (especially, time series data of sound strength) of the sensors. When the activity patterm markedly changes from the general model, notifications and advice are sent to not only the elderly but also their family with the aim of maintaining the good physical condition of the elderly and encouraging them to perform health-aware activities. As a first step of the study, the feasibility of behavior estimation from the collected sound data was evaluated. The evaluation results clarified that the measured sound data can be used to estimate the behavior of elderly people.; ------------------------------; This is a preprint of an article intended for publication Journal of; Information Processing(JIP). This preprint should not be cited. This; article should be cited as: Journal of Information Processing Vol.25(2017) (online); DOI http://dx.doi.org/10.2197/ipsjjip.25.783; ------------------------------
• 書誌レコードID / 収録物識別子タイプ: NCID
• 書誌レコードID / 収録物識別子: AN00116647
• 書誌情報: 情報処理学会論文誌; 巻 58, 号 8, 発行日 2017-08-15
• ISSN / 収録物識別子タイプ: ISSN
• ISSN / 収録物識別子: 1882-7764