Title :
Determining activity using a triaxial accelerometer
Author :
Mathie, M.J. ; Lovell, N.H. ; Coster, A.C.F. ; Celler, B.G.
Abstract :
Triaxial accelerometers have been employed to monitor human movements in a variety of circumstances. It is necessary, however, to be able to extract useful information from the acceleration measurements. We show that we can, in a controlled environment, use an energy expenditure method to identify and separate dynamic activities, including changes in posture and ambulation.
Keywords :
accelerometers; biomechanics; patient monitoring; activity identification; ambulation; key activities identification; single waist-mounted unit; triaxial accelerometer; unsupervised home monitoring; useful information extraction; Acceleration; Accelerometers; Australia; Biomedical engineering; Biomedical monitoring; Data mining; Finite impulse response filter; Laboratories; Legged locomotion; Signal processing;
Conference_Titel :
Engineering in Medicine and Biology, 2002. 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society EMBS/BMES Conference, 2002. Proceedings of the Second Joint
Print_ISBN :
0-7803-7612-9
DOI :
10.1109/IEMBS.2002.1053385