Classification of basic daily movements using a triaxial accelerometer.

作者: M. J. Mathie , B. G. Celler , N. H. Lovell , A. C. F. Coster

DOI: 10.1007/BF02347551

关键词:

摘要: … This framework was used to develop a classifier to identify basic movements from the signals obtained from a single, waist-mounted triaxial accelerometer. The movements were first …

参考文章(28)
K. Kiani, C.J. Snijders, E.S. Gelsema, Computerized analysis of daily life motor activity for ambulatory monitoring Technology and Health Care. ,vol. 5, pp. 307- 318 ,(1997) , 10.3233/THC-1997-5404
M. Sekine, M. Ogawa, T. Togawa, Y. Fukui, T. Tamura, Classification of acceleration waveforms during walking by wavelet transform. Methods of Information in Medicine. ,vol. 36, pp. 356- 359 ,(1997) , 10.1055/S-0038-1636855
KAMIAR AMINIAN, PHILIPPE ROBERT, ERIC J??QUIER, YVES SCHUTZ, Incline, Speed, and Distance Assessment During Unconstrained Walking Medicine and Science in Sports and Exercise. ,vol. 27, pp. 226- 234 ,(1995) , 10.1249/00005768-199502000-00012
A. L. Evans, G. Duncan, W. Gilchrist, Recording accelerations in body movements. Medical & Biological Engineering & Computing. ,vol. 29, pp. 102- 104 ,(1991) , 10.1007/BF02446305
Merryn J Mathie, Adelle C F Coster, Nigel H Lovell, Branko G Celler, Accelerometry: providing an integrated, practical method for long-term, ambulatory monitoring of human movement. Physiological Measurement. ,vol. 25, ,(2004) , 10.1088/0967-3334/25/2/R01
E. Jovanov, A. O'Donnell Lords, D. Raskovic, P.G. Cox, R. Adhami, F. Andrasik, Stress monitoring using a distributed wireless intelligent sensor system IEEE Engineering in Medicine and Biology Magazine. ,vol. 22, pp. 49- 55 ,(2003) , 10.1109/MEMB.2003.1213626
K. Aminian, Ph. Robert, E. E. Buchser, B. Rutschmann, D. Hayoz, M. Depairon, Physical activity monitoring based on accelerometry: validation and comparison with video observation. Medical & Biological Engineering & Computing. ,vol. 37, pp. 304- 308 ,(1999) , 10.1007/BF02513304
JOCHEN FAHRENBERG, FRIEDRICH FOERSTER, MANFRED SMEJA, WOLFGANG MÜLLER, Assessment of posture and motion by multichannel piezoresistive accelerometer recordings Psychophysiology. ,vol. 34, pp. 607- 612 ,(1997) , 10.1111/J.1469-8986.1997.TB01747.X
Gary Kamen, Carolynn Patten, C.Duke Du, Steven Sison, An accelerometry-based system for the assessment of balance and postural sway. Gerontology. ,vol. 44, pp. 40- 45 ,(1998) , 10.1159/000021981
JACK M. Winters, Yu Wang, JILL M. Winters, Wearable sensors and telerehabilitation IEEE Engineering in Medicine and Biology Magazine. ,vol. 22, pp. 56- 65 ,(2003) , 10.1109/MEMB.2003.1213627