DocumentCode
416989
Title
3D position estimation of the motor unit from surface EMG signals
Author
Matsuura, Taiki ; Maekawa, Satoshi ; Kotani, Manabu
Author_Institution
Fac. of Eng., Kobe Univ., Japan
Volume
2
fYear
2003
fDate
4-6 Aug. 2003
Firstpage
1707
Abstract
This paper deals with an estimation problem of three-dimensional position of a motor unit(MU). When a MU is active, it produces an electrical signal called motor unit action potentials. This phenomenon is expressed by Poisson equation. We propose a method to estimate the depolarization position of MUs from the surface electromyogram using a finite element method and a steepest descent method. The simulation result show good agreement between the estimated position and real position.
Keywords
Poisson equation; deconvolution; electromyography; estimation theory; finite element analysis; inverse problems; 3D position estimation; Poisson equation; depolarization position estimation; finite element method; inverse problem; motor unit action potentials; steepest descent method; surface electromyogram;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE 2003 Annual Conference
Conference_Location
Fukui, Japan
Print_ISBN
0-7803-8352-4
Type
conf
Filename
1324232
Link To Document