Human-centric situational awareness in the bedroom

Yu Chun Yen, Jiun Yi Li, Ching Hu Lu, Tsung Han Yang, Li Chen Fu

研究成果: Conference contribution同行評審

1 引文 斯高帕斯(Scopus)

摘要

Bed-related situation monitoring is a crucial task in geriatric healthcare. Due to shortage of qualified caregivers, automatic detection of the situation in a bedroom is desirable since risks may arise when an elder gets up from the bed alone. In addition, analyzing the total amount of care time of an elder is helpful when the social effect on the improvement of the elder's health needs to be evaluated. This paper presents a context-aware healthcare system which makes use of multi-modal and un-obtrusive sensing technology meanwhile taking human feeling into account. Specifically, we choose ambient sensors such as pressure straps and a laser scanner to monitor both the activity of the elder and his/her surroundings. Moreover, a context fusion is further proposed to infer the situation of the elder. Experimental results demonstrate the high promise of our proposed methods for bed-related situation awareness.

原文English
主出版物標題Toward Useful Services for Elderly and People with Disabilities - 9th International Conference on Smart Homes and Health Telematics, ICOST 2011, Proceedings
頁面72-79
頁數8
DOIs
出版狀態Published - 2011
事件9th International Conference on Smart Homes and Health Telematics: Toward Useful Services for Elderly and People with Disabilities, ICOST 2011 - Montreal, QC, Canada
持續時間: 20 6月 201122 6月 2011

出版系列

名字Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
6719 LNCS
ISSN(列印)0302-9743
ISSN(電子)1611-3349

Conference

Conference9th International Conference on Smart Homes and Health Telematics: Toward Useful Services for Elderly and People with Disabilities, ICOST 2011
國家/地區Canada
城市Montreal, QC
期間20/06/1122/06/11

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