Title :
An analytical model for surface EMG generation in volume conductors with smooth conductivity variations
Author :
Mesin, L. ; Farina, D.
Author_Institution :
Dipt. di Elettronica, Politecnico di Torino
fDate :
5/1/2006 12:00:00 AM
Abstract :
A nonspace invariant model of volume conductor for surface electromyography(EMG) signal generation is analytically investigated. The volume conductor comprises planar layers representing the muscle and subcutaneous tissues. The muscle tissue is homogeneous and anisotropic while the subcutaneous layer is inhomogeneous and isotropic. The inhomogeneity is modeled as a smooth variation in conductivity along the muscle fiber direction. This may reflect a practical situation of tissues with different conductivity properties in different locations or of transitions between tissues with different properties. The problem is studied with the regular perturbation theory, through a series expansion of the electric potential. This leads to a set of Poisson´s problems, for which the source term in an equation and the boundary conditions are determined by the solution of the previous equations. This set of problems can be solved iteratively. The solution is obtained in the two-dimensional Fourier domain,with spatial angular frequencies corresponding to the longitudinal and perpendicular direction with respect to the muscle fibers, in planes parallel to the detection surface. The series expansion is truncated for the practical implementation. Representative simulations are presented. The proposed model constitutes anew approach for surface EMG signal simulation with applications related to the validation of methods for information extraction from this signal
Keywords :
Fourier analysis; Poisson equation; electrical conductivity; electromyography; medical signal detection; medical signal processing; perturbation theory; physiological models; Poisson problems; analytical model; conductivity; electric potential; electromyography; inhomogeneity; muscle fiber direction; muscle tissues; nonspace invariant model; regular perturbation theory; series expansion; smooth conductivity variations; spatial angular frequencies; subcutaneous tissues; surface EMG generation; two-dimensional Fourier domain; volume conductors; Analytical models; Anisotropic magnetoresistance; Conductivity; Conductors; Electromyography; Muscles; Optical fiber theory; Poisson equations; Signal analysis; Signal generators; EMG modeling; space-invariance; volume conductor; Action Potentials; Animals; Anisotropy; Diagnosis, Computer-Assisted; Electric Conductivity; Electromyography; Humans; Models, Neurological; Muscle Fibers, Skeletal; Muscle, Skeletal; Neural Conduction; Skin Physiological Phenomena;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2006.872825