DocumentCode
1991089
Title
Inverse problem in the surface EMG: a feasibility study
Author
Chauvet, E. ; Fokapu, O. ; Gamet, D.
Author_Institution
Univ. de Compiegne, France
Volume
2
fYear
2001
fDate
2001
Firstpage
1048
Abstract
The aim of this work is the development of a localisation algorithm of the bioelectric sources using surface electromyographic (SEMG). In this paper, a feasibility study is presented : we simulate the resolution of the SEMG inverse problem. Firsts we developed a program modelling the SEMG signal of the biceps brachii. To resolve the inverse problem, the localisation algorithm uses an estimation procedure. We minimise the difference between calculated potential and observed potential by successive iterations. The procedure is applied successively to the defined zones of the geometrical arm cross-section. The program locates accurately an active motor unit in a given zone, regardless of time and distance.
Keywords
electromyography; inverse problems; iterative methods; medical signal processing; minimisation; physiological models; accurate location; active motor unit; biceps brachii; calculated potential; defined zones; electrodiagnostics; estimation procedure; geometrical arm cross-section; gradient method; localisation algorithm; motor unit estimation; observed potential; successive iterations; Bioelectric phenomena; Brain modeling; Electric potential; Electrodes; Electromyography; Gradient methods; Inverse problems; Mathematical model; Neuromuscular; Signal resolution;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
ISSN
1094-687X
Print_ISBN
0-7803-7211-5
Type
conf
DOI
10.1109/IEMBS.2001.1020368
Filename
1020368
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