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3축 가속도 센서를 이용한 신체활동에 따른 맞춤형 에너지 측정 알고리즘

Other Titles
 Customized Estimating Algorithm of Physical Activities Energy Expenditure using a Tri-axial Accelerometer 
Authors
 김도윤  ;  전소혜  ;  강승용  ;  김남현 
Citation
 Journal of Korea Contents Association (한국콘텐츠학회논문지), Vol.11(12) : 103-111, 2011 
Journal Title
 Journal of Korea Contents Association (한국콘텐츠학회논문지) 
ISSN
 1598-4877 
Issue Date
2011
Keywords
Tri-axial Accelerometer Sensor ; Physical Activity ; Energy Estimating ; Algorithm ; Customize
Abstract
The research has increased the role of physical activity in promoting health and preventing chronic disease. Estimating algorithm of physical activity energy expenditure was implemented by using a tri-axial accelerometer motion detector of the SVM(Signal Vector Magnitude) of 3-axis(x, y, z). COUNT method has been proven through experiments of validity Freedson, Hendelman, Leenders, Yngve was implemented by applying the SVM method. A total of 10 participants(5 males and 5 females aged between 20 and 30 years). The activity protocol consisted of three types on treadmill; participants performed three treadmill activity at three speeds(3, 5, 8 km/h). These activities were repeated four weeks. Customized estimating algorithm for energy expenditure of physical activities were implemented with COUNT and SVM correlation between the data.
Files in This Item:
T201193977.pdf Download
DOI
10.5392/JKCA.2011.11.12.103
Appears in Collections:
1. College of Medicine (의과대학) > Dept. of Medical Engineering (의학공학교실) > 1. Journal Papers
Yonsei Authors
Kang, Seung Yong(강승용)
Kim, Nam Hyun(김남현)
Kim, Do Yun(김도윤)
Jeon, So Hye(전소혜)
URI
https://ir.ymlib.yonsei.ac.kr/handle/22282913/95305
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