An environmental-adaptive fall detection system on mobile device

Sung Yen Chang, Chin-Feng Lai, Han Chieh Josh Chao, Jong Hyuk Park, Yueh-Min Huang

研究成果: Article

15 引文 斯高帕斯(Scopus)

摘要

When facing damages caused by falls, a well designed smart sensor system to detect falls can be both medically and economically helpful. This research introduces a portable terrain adaptable fall detection system, by placing accelerometers and gyroscopes in parts of the body and transmit data through wireless transmitter modules to mobile devices to get the related information and combining it with the center of gravity clustering algorithm introduced in this research which computes the human body behavior patterns according the relationship between the center of gravity in the body and the feet portion of the body. Compared with the research in the past, this system is not only highly accurate and robust, but also able to adapt to different types of terrains, which solves the problems that other researches have for detection errors when the client is climbing the stairs or walking on a slant.

原文English
頁(從 - 到)1299-1312
頁數14
期刊Journal of Medical Systems
35
發行號5
DOIs
出版狀態Published - 2011 十月 1

All Science Journal Classification (ASJC) codes

  • Medicine (miscellaneous)
  • Information Systems
  • Health Informatics
  • Health Information Management

指紋 深入研究「An environmental-adaptive fall detection system on mobile device」主題。共同形成了獨特的指紋。

  • 引用此