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一种用于具有平滑电导率变化的体导体中表面肌电图生成的分析模型。

An analytical model for surface EMG generation in volume conductors with smooth conductivity variations.

作者信息

Mesin Luca, Farina Dario

机构信息

Laboratorio di Ingegneria del Sistema Neuromuscolare (LISiN), Dipartimento di Elettronica, Politecnico di Torino, 10129 Torino, Italy.

出版信息

IEEE Trans Biomed Eng. 2006 May;53(5):773-9. doi: 10.1109/TBME.2006.872825.

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 a new approach for surface EMG signal simulation with applications related to the validation of methods for information extraction from this signal.

摘要

对用于表面肌电图(EMG)信号生成的容积导体非空间不变模型进行了分析研究。容积导体由代表肌肉和皮下组织的平面层组成。肌肉组织是均匀且各向异性的,而皮下层是不均匀且各向同性的。不均匀性被建模为电导率沿肌纤维方向的平滑变化。这可能反映了不同位置具有不同导电特性的组织的实际情况,或者不同特性组织之间的过渡情况。通过电势的级数展开,利用正则摄动理论研究该问题。这导致了一组泊松问题,其中一个方程中的源项和边界条件由前一个方程的解确定。这组问题可以迭代求解。在二维傅里叶域中获得解,在与检测表面平行的平面中,空间角频率对应于相对于肌纤维的纵向和垂直方向。为了实际实现,截断级数展开。给出了代表性的模拟结果。所提出的模型构成了一种用于表面肌电图信号模拟的新方法,可应用于与此信号信息提取方法验证相关的领域。

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