ISSN : 1229-6783(Print)
ISSN : 2288-1484(Online)
ISSN : 2288-1484(Online)
신체활동 비교를 통한 개인 맞춤형 신체활동 에너지 소비량 예측 알고리즘
Personalized Prediction Algorithm of Physical Activity Energy Expenditure through Comparison of Physical Activity
Abstract
The purpose of this study suggests a personalized algorithm of physical activity energy expenditure prediction through comparison and analysis of individual physical activity. The research for a 3-axial accelerometer sensor has increased the role of physical activity in promoting health and preventing chronic disease has long been established. 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). A total of 10 participants(5 males and 5 females aged between 20 and 30 years). The activities 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.
- 10 김도윤(87~93).pdf438.1KB
Reference
1.R. R. Pate, M. Pratt, S. N. Blair, W. L. Haskell, C. A. Macera, C. Bouchard, D. Buchner, W. Ettinger, G. W. Heath, A. C. King and et al., "Physical activity and public health. A recommendation from the Centers for Disease Control and Prevention and the American College of Sports Medicine," JAMA : the journal of the American Medical Association, vol.273, pp.402-7, 1995. 
2.I. M. Lee, H. D. Sesso and R. S. Paffenbarger, Jr., "Physical activity and coronary heart disease risk in men: does the duration of exercise episodes predict risk?," Circulation, vol.102, pp.981-6, 2000.
3.G. Reaven, "Insulin resistance, hypertension, and coronary heart disease," J. Clin. Hypertens., vol.5, pp.269-74, 2003.
4.N. Y. Leenders, T. E. Nelson and W. M. Sherman, "Ability of different physical activity monitors to detect movement during treadmill walking," Int. J. Sports Med., vol.24, pp.43-50, 2003.
5.J. F. Sallis and B. E. Saelens, "Assessment of physical activity by self-report: status, limitations, and future directions," Res. Q. Exerc. Sport, vol.71, pp.S1-14, 2000.
6.A. B. Marietta, K. J. Welshimer and S. L. Anderson, "Knowledge, attitudes, and behaviors of college students regarding the 1990 Nutrition Labeling Education Act food labels," J. Am. Diet. Assoc., vol.99, pp.445-9, 1999.
7.P. S. Freedson, E. Melanson and J. Sirard, "Calibration of the Computer Science and Applications, Inc. accelerometer," Med. Sci. Sports Exerc., vol.30, pp.777-81, 1998.
8.A. M. Swartz, S. J. Strath, D. R. Bassett, W. L. O'Brien, G. A. King and B. E. Ainsworth, "Estimation of energy expenditure using CSA accelerometers at hip and wrist sites," Med. Sci. Sports Exerc., vol.32, pp.S450-S6, 2000.
9.D. Hendelman, K. Miller, C. Baggett, E. Debold and P. Freedson, "Validity of accelerometry for the assessment of moderate intensity physical activity in the field," Med. Sci. Sports Exerc., vol.32, pp.S442-9, 2000.
10.A. G. Brooks, S. M. Gunn, R. T. Withers, C. J. Gore and J. L. Plummer, "Predicting walking METs and energy expenditure from speed or accelerometry," Med. Sci. Sports Exerc., vol.37, pp.1216-23, 2005.
11.S. E. Crouter, J. R. Churilla and D. R. Bassett, "Estimating energy expenditure using accelerometers," Eur. J. Appl. Physiol., vol.98, pp.601-12, 2006.
12.D. Jacobi, A. E. Perrin, N. Grosman, M. F. Dore, S. Normand, J. M. Oppert and C. Simon, "Physical activity-related energy expenditure with the RT3 and TriTrac accelerometers in overweight adults," Obesity, vol.15, pp.950-6, 2007.
13.http://www.fitdotlife.com
14.A. C. o. S. Medicine, "ACSM's Guidelines for Exercise Testing and Prescription," vol.Seven, pp.286-99, 2005.
15.김도윤, 전소혜, 강승용, 김남현, 3축 가속도 센서 를 이용한 신체활동에 따른 맞춤형 에너지 측정 알고리즘, 한국콘텐츠학회, 제11권, 제12호, 2011
2.I. M. Lee, H. D. Sesso and R. S. Paffenbarger, Jr., "Physical activity and coronary heart disease risk in men: does the duration of exercise episodes predict risk?," Circulation, vol.102, pp.981-6, 2000.
3.G. Reaven, "Insulin resistance, hypertension, and coronary heart disease," J. Clin. Hypertens., vol.5, pp.269-74, 2003.
4.N. Y. Leenders, T. E. Nelson and W. M. Sherman, "Ability of different physical activity monitors to detect movement during treadmill walking," Int. J. Sports Med., vol.24, pp.43-50, 2003.
5.J. F. Sallis and B. E. Saelens, "Assessment of physical activity by self-report: status, limitations, and future directions," Res. Q. Exerc. Sport, vol.71, pp.S1-14, 2000.
6.A. B. Marietta, K. J. Welshimer and S. L. Anderson, "Knowledge, attitudes, and behaviors of college students regarding the 1990 Nutrition Labeling Education Act food labels," J. Am. Diet. Assoc., vol.99, pp.445-9, 1999.
7.P. S. Freedson, E. Melanson and J. Sirard, "Calibration of the Computer Science and Applications, Inc. accelerometer," Med. Sci. Sports Exerc., vol.30, pp.777-81, 1998.
8.A. M. Swartz, S. J. Strath, D. R. Bassett, W. L. O'Brien, G. A. King and B. E. Ainsworth, "Estimation of energy expenditure using CSA accelerometers at hip and wrist sites," Med. Sci. Sports Exerc., vol.32, pp.S450-S6, 2000.
9.D. Hendelman, K. Miller, C. Baggett, E. Debold and P. Freedson, "Validity of accelerometry for the assessment of moderate intensity physical activity in the field," Med. Sci. Sports Exerc., vol.32, pp.S442-9, 2000.
10.A. G. Brooks, S. M. Gunn, R. T. Withers, C. J. Gore and J. L. Plummer, "Predicting walking METs and energy expenditure from speed or accelerometry," Med. Sci. Sports Exerc., vol.37, pp.1216-23, 2005.
11.S. E. Crouter, J. R. Churilla and D. R. Bassett, "Estimating energy expenditure using accelerometers," Eur. J. Appl. Physiol., vol.98, pp.601-12, 2006.
12.D. Jacobi, A. E. Perrin, N. Grosman, M. F. Dore, S. Normand, J. M. Oppert and C. Simon, "Physical activity-related energy expenditure with the RT3 and TriTrac accelerometers in overweight adults," Obesity, vol.15, pp.950-6, 2007.
13.http://www.fitdotlife.com
14.A. C. o. S. Medicine, "ACSM's Guidelines for Exercise Testing and Prescription," vol.Seven, pp.286-99, 2005.
15.김도윤, 전소혜, 강승용, 김남현, 3축 가속도 센서 를 이용한 신체활동에 따른 맞춤형 에너지 측정 알고리즘, 한국콘텐츠학회, 제11권, 제12호, 2011
-
-
Online Submission
http://submission.koreasafety.or.kr
-
KSSM
The Korean Society of Safety ManagementWaste Society
-
Editorial Office
Contact Information- Tel: +82.31.336.2844
- Fax: +82.31.336.2845
- E-mail: safety@mju.ac.kr -
-
-
-
-
-
-
