ActionView: A movement-analysis ambulatory monitor in elderly homecare systems

Hui Tang Lin, Yao Jung Hsieh, Ming Che Chen, Wang Rong Chang

研究成果: Conference contribution

3 引文 斯高帕斯(Scopus)

摘要

This paper develops a movement-analysis ambulatory monitor, designated as ActionView, which can be used in an elderly homecare system to analyze the body movements of elderly individuals whilst in their homes. ActionView monitor is equipped with a kinematic sensor to effectively detect the changes in the upper-body orientation and vertical acceleration of the individual. Furthermore, a remote backend server receives the detected signal from the kinematic sensor via a Wireless Sensor Network (WSN) and then identifies the corresponding body motion. The experimental results show that ActionView has a classification accuracy of approximately 90% when applied to the recognition of everyday elderly actions such as standing up, sitting down, walking, and so forth.

原文English
主出版物標題2009 IEEE International Symposium on Circuits and Systems, ISCAS 2009
頁面3098-3101
頁數4
DOIs
出版狀態Published - 2009 十月 26
事件2009 IEEE International Symposium on Circuits and Systems, ISCAS 2009 - Taipei, Taiwan
持續時間: 2009 五月 242009 五月 27

出版系列

名字Proceedings - IEEE International Symposium on Circuits and Systems
ISSN(列印)0271-4310

Other

Other2009 IEEE International Symposium on Circuits and Systems, ISCAS 2009
國家Taiwan
城市Taipei
期間09-05-2409-05-27

    指紋

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering

引用此

Lin, H. T., Hsieh, Y. J., Chen, M. C., & Chang, W. R. (2009). ActionView: A movement-analysis ambulatory monitor in elderly homecare systems. 於 2009 IEEE International Symposium on Circuits and Systems, ISCAS 2009 (頁 3098-3101). [5118458] (Proceedings - IEEE International Symposium on Circuits and Systems). https://doi.org/10.1109/ISCAS.2009.5118458