Multiscale modeling of skeletal muscle properties and experimental validations in isometric conditions |
| |
Authors: | Hassan El Makssoud David Guiraud Philippe Poignet Mitsuhiro Hayashibe Pierre-Brice Wieber Ken Yoshida Christine Azevedo-Coste |
| |
Affiliation: | (1) IMERIR, Perpignan, France;(2) DEMAR Project, INRIA – LIRMM, Montpellier, France;(3) BIPOP Project, INRIA, Grenoble, France |
| |
Abstract: | 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. |
| |
Keywords: | |
本文献已被 PubMed SpringerLink 等数据库收录! |
|