Multiscale modeling of skeletal muscle properties and experimental validations in isometric conditions

被引:0
|
作者
Hassan El Makssoud
David Guiraud
Philippe Poignet
Mitsuhiro Hayashibe
Pierre-Brice Wieber
Ken Yoshida
Christine Azevedo-Coste
机构
[1] Azm center for research in biotechnology and its applications,Department of Biomedical Engineering
[2] Lebanese University,undefined
[3] DEMAR team,undefined
[4] INRIA and University of Montpellier 2 - LIRMM,undefined
[5] BIPOP team,undefined
[6] INRIA,undefined
[7] Innovalle,undefined
[8] Indiana University-Purdue University,undefined
来源
Biological Cybernetics | 2011年 / 105卷
关键词
Muscle model; Parameters identification; Kalman filtering; Electrical stimulation;
D O I
暂无
中图分类号
学科分类号
摘要
In this article, we describe an approach to model the electromechanical behavior of the skeletal muscle based on the Huxley formulation. We propose a model that complies with a well established macroscopic behavior of striated muscles where force-length, force–velocity, and Mirsky–Parmley properties are taken into account. These properties are introduced at the microscopic scale and related to a tentative explanation of the phenomena. The method used integrates behavior ranging from the microscopic to the macroscopic scale, and allows the computation of the dynamics of the output force and stiffness controlled by EMG or stimulation parameters. The model can thus be used to simulate and carry out research to develop control strategies using electrical stimulation in the context of rehabilitation. Finally, through animal experiments, we estimated model parameters using a Sigma Point Kalman Filtering technique and dedicated experimental protocols in isometric conditions and demonstrated that the model can accurately simulate individual variations and thus take into account subject dependent behavior.
引用
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页码:121 / 138
页数:17
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