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

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

doi:10.1109/ISCAS.2009.5118458

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

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

Department of Electrical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

4 Citations (Scopus)

Abstract

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.

Original language	English
Title of host publication	2009 IEEE International Symposium on Circuits and Systems, ISCAS 2009
Pages	3098-3101
Number of pages	4
DOIs	https://doi.org/10.1109/ISCAS.2009.5118458
Publication status	Published - 2009
Event	2009 IEEE International Symposium on Circuits and Systems, ISCAS 2009 - Taipei, Taiwan Duration: 2009 May 24 → 2009 May 27

Publication series

Name	Proceedings - IEEE International Symposium on Circuits and Systems
ISSN (Print)	0271-4310

Other

Other	2009 IEEE International Symposium on Circuits and Systems, ISCAS 2009
Country/Territory	Taiwan
City	Taipei
Period	09-05-24 → 09-05-27

All Science Journal Classification (ASJC) codes

Electrical and Electronic Engineering

Access to Document

10.1109/ISCAS.2009.5118458

Cite this

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title = "ActionView: A movement-analysis ambulatory monitor in elderly homecare systems",

abstract = "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.",

author = "Lin, {Hui Tang} and Hsieh, {Yao Jung} and Chen, {Ming Che} and Chang, {Wang Rong}",

year = "2009",

doi = "10.1109/ISCAS.2009.5118458",

language = "English",

isbn = "9781424438280",

series = "Proceedings - IEEE International Symposium on Circuits and Systems",

pages = "3098--3101",

booktitle = "2009 IEEE International Symposium on Circuits and Systems, ISCAS 2009",

note = "2009 IEEE International Symposium on Circuits and Systems, ISCAS 2009 ; Conference date: 24-05-2009 Through 27-05-2009",

}

Lin, HT, Hsieh, YJ, Chen, MC & Chang, WR 2009, ActionView: A movement-analysis ambulatory monitor in elderly homecare systems. in 2009 IEEE International Symposium on Circuits and Systems, ISCAS 2009., 5118458, Proceedings - IEEE International Symposium on Circuits and Systems, pp. 3098-3101, 2009 IEEE International Symposium on Circuits and Systems, ISCAS 2009, Taipei, Taiwan, 09-05-24. https://doi.org/10.1109/ISCAS.2009.5118458

ActionView: A movement-analysis ambulatory monitor in elderly homecare systems. / Lin, Hui Tang; Hsieh, Yao Jung; Chen, Ming Che et al.
2009 IEEE International Symposium on Circuits and Systems, ISCAS 2009. 2009. p. 3098-3101 5118458 (Proceedings - IEEE International Symposium on Circuits and Systems).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - ActionView

T2 - 2009 IEEE International Symposium on Circuits and Systems, ISCAS 2009

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AU - Hsieh, Yao Jung

AU - Chen, Ming Che

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N2 - 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.

AB - 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.

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Y2 - 24 May 2009 through 27 May 2009

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

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