Customized Estimating Algorithm of Physical Activities Energy Expenditure using a Tri-axial Accelerometer
김도윤 ; 전소혜 ; 김남현 ; 강승용
Journal of Korea Contents Association (한국콘텐츠학회 논문지)
Journal of Korea Contents Association (한국콘텐츠학회 논문지), Vol.11(12) : 103~111, 2011
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.