DocumentCode
2373892
Title
Testing of motor unit synchronization model for localized muscle fatigue
Author
Naik, Ganesh R. ; Kumar, Dinesh K. ; Yadav, Vivek ; Wheeler, Katherine ; Arjunan, Sridhar
Author_Institution
Fac. of Electr. & Comput. Eng., RMIT Univ. Melbourne, Melbourne, VIC, Australia
fYear
2009
fDate
3-6 Sept. 2009
Firstpage
360
Lastpage
363
Abstract
Spectral compression of surface electromyogram (sEMG) is associated with onset of localized muscle fatigue. The spectral compression has been explained based on motor unit synchronization theory. According to this theory, motor units are pseudo randomly excited during muscle contraction, and with the onset of muscle fatigue the recruitment pattern changes such that motor unit firings become more synchronized. While this is widely accepted, there is little experimental proof of this phenomenon. This paper has used source dependence measures developed in research related to independent component analysis (ICA) to test this theory.
Keywords
biomedical measurement; electromyography; independent component analysis; medical signal detection; synchronisation; independent component analysis; localised muscle fatigue onset; motor unit pseudorandom excitation; motor unit synchronisation model; muscle contraction; recruitment pattern change; sEMG spectral compression; surface electromyogram; Action Potentials; Computer Simulation; Electromyography; Humans; Models, Neurological; Motor Neurons; Muscle Contraction; Muscle Fatigue; Muscle, Skeletal; Recruitment, Neurophysiological;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location
Minneapolis, MN
ISSN
1557-170X
Print_ISBN
978-1-4244-3296-7
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2009.5332486
Filename
5332486
Link To Document