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
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;
Conference_Titel :
SICE 2003 Annual Conference
Conference_Location :
Fukui, Japan
Print_ISBN :
0-7803-8352-4