A method to compare new and traditional accelerometry data in physical activity monitoring

2010 IEEE International Symposium on "A World of Wireless, Mobile and Multimedia Networks", WoWMoM 2010 - Digital Proceedings

Volumn , Issue , 2010, Pages

  Van Hees, Vincent T ^a   Pias, Marcelo ^b   Taherian, Salman ^b   Ekelund, Ulf ^a   Brage, Søren ^a  

^a ADDENBROOKE S HOSPITAL   (United Kingdom)

^b UNIVERSITY OF CAMBRIDGE   (United Kingdom)

Author keywords

Accelerometer signal processing; Conversion algorithm; Physical activity monitoring

Indexed keywords

ACCELERATION SENSORS; ACCELEROMETER DATA; ACCELEROMETER SIGNALS; ACCELEROMETRY; ACTIGRAPH; CONTROLLED CONDITIONS; CONVERSION ALGORITHM; CORRELATION COEFFICIENT; DE FACTO STANDARD; EPIDEMIOLOGICAL STUDIES; OUTPUT DATA; OUTPUT VALUES; PHYSICAL ACTIVITY; PHYSICAL ACTIVITY MONITORING; SIGNAL PROCESSING TECHNIQUE; TECHNICAL SPECIFICATIONS;

ALGORITHMS; SIGNAL PROCESSING; WIRELESS NETWORKS;

ACCELEROMETERS;

EID: 77955859647     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WOWMOM.2010.5534986     Document Type: Conference Paper

References (26)

1. Bonomi, A. G., G. Plasqui, et al. "Improving the assessment of daily energy expenditure by identifying types of physical activity using a single accelerometer." J Appl Physiol., 2009
2. Brage, S., N. Brage, et al. "Reliability and Validity of the Computer Science and Applications Accelerometer in a Mechanical Setting." Measurement in Physical Education and Exercise Science 7(2): 101-119, 2003.
3. Chang, K. h., M. Y. Chen, et al. "Tracking Free-Weight Exercises", In Proc of UbiComp 2007, Innsbruck, Austria, Berlin, 2007.
4. Chen, K. Y. and D. R. Bassett, Jr. "The technology of accelerometry-based activity monitors: current and future", Med Sci Sports Exerc 37(11 Suppl): S490-500, 2005.
5. Corder, K., S. Brage, et al. "Accelerometers and pedometers: methodology and clinical application." Curr Opin Clin Nutr Metab Care 10(5): 597-603, 2007.
6. Corder, K., U. Ekelund, et al. "Assessment of physical activity in youth." J Appl Physiol 105(3): 977-87, 2008.
7. Edwards P and Roberts I., "Population adiposity and climate change", Int J Epidemiol., 38(4) pp. 1137-40, Aug 2009.
8. Esliger, D. W. and M. S. Tremblay. "Technical reliability assessment of three accelerometer models in a mechanical setup." Med Sci Sports Exerc 38(12): 2173-81, 2006.
9. Foresight, "Tackling Obesities: Future Choices", Project Report. Government Office for Science, 2007.
10. Klesges, R. C., L. M. Klesges, et al. "A validation of two motion sensors in the prediction of child and adult physical activity levels." Am J Epidemiol 122(3): 400-10, 1985.
11. Lin, L. I. "A concordance correlation coefficient to evaluate reproducibility." Biometrics 45(1): 255-68, 1989.
12. Lindstrm J et al, "The Finnish Diabetes Prevention Study (DPS)", Diabetes Care, 26(12) pp. 3230-6, Dec 2003.
13. Matthews, C. E. and P. S. Freedson. "Field trial of a three-dimensional activity monitor: comparison with self report." Med Sci Sports Exerc 27(7): 1071-8, 1995.
14. NHS Information Centre, "Health Survey for England 2005 Latest Trends. NHS Information Centre, 2006.
15. Rothney, M. P., G. A. Apker, et al. "Comparing the performance of three generations of ActiGraph accelerometers." J Appl Physiol 105(4): 1091-7, 2008.
16. Rowlands, A. V., M. R. Stone, et al. "Influence of speed and step frequency during walking and running on motion sensor output." Med Sci Sports Exerc 39(4): 716-27, 2007.
17. Troiano, R. P., D. Berrigan, et al. "Physical activity in the United States measured by accelerometer." Med Sci Sports Exerc 40(1): 181-8, 2008
18. Tryon, W. W. and R. Williams. "Fully Proportional Actigraphy: A New Instrument." Behavior Research Methods Instruments and Computers 28(3): 392-403, 1996.
19. Van Hees, V. T., S. M. Slootmaker, et al. "Reproducibility of a triaxial seismic accelerometer (DynaPort)." Med Sci Sports Exerc 41(4): 810-7, 2009.
20. van Hees, V. T., R. C. van Lummel, et al. "Estimating Activity-related Energy Expenditure Under Sedentary Conditions Using a Triaxial Seismic Accelerometer." Obesity (Silver Spring), 2009.
21. Veltink, P. H., H. B. Bussmann, et al. "Detection of static and dynamic activities using uniaxial accelerometers." IEEE Trans Rehabil Eng 4(4): 375-85, 1996.
22. Westerterp, K. R. "Physical activity assessment with accelerometers." Int J Obes Relat Metab Disord 23 Suppl 3: S45-9, 2009
23. De Vries SI, Van Hirtum HW, et al. "Validity and reproducibility of motion sensors in youth: a systematic update." Med Sci Sports Exerc. 2009 Apr;41(4):818-27. Review.
24. Plasqui G, Westerterp KR. "Physical activity assessment with accelerometers: an evaluation against doubly labeled water." Obesity (Silver Spring). 2007 Oct;15(10):2371-9. Review.
25. Esliger DW, Tremblay MS. "Physical activity and inactivity profiling: the next generation." Can J Public Health. 2007;98 Suppl 2:S195-207. Review.
26. Preece SJ, Goulermas JY, et al. "Activity identification using body-mounted sensors - a review of classification techniques." Physiol Meas. 30(4): R1-33. 2009. Review.