EMG-Based Neuromuscular Modeling with Full Physiological Dynamics and Its Comparison with Modified Hill Model - LIRMM - Laboratoire d’Informatique, de Robotique et de Microélectronique de Montpellier
Conference Papers Year : 2009

EMG-Based Neuromuscular Modeling with Full Physiological Dynamics and Its Comparison with Modified Hill Model

Abstract

EMG-based muscle model has many applications in human-machine interface and rehabilitation robotics. For the muscular force estimation, so-called Hill-type model has been used in most of the cases. It has already shown its promising performance, however it is known as a phenomenological model considering only macroscopic physiology. In this paper, we discuss EMG-force estimation with the full physiology based muscle model in voluntary contraction. In addition to Hill macroscopic representation, a microscopic physiology description as stated by Huxley and Zahalak is integrated. It has significant meaning to realize the same kind of EMG-force estimation with multiscale physiology based model not with a phenomenological Hill model, because it brings the understanding of the internal biophysical dynamics and new insights about neuromuscular activations.
Fichier principal
Vignette du fichier
hayaEMBC09final3.pdf (1.48 Mo) Télécharger le fichier
Origin Publisher files allowed on an open archive
Loading...

Dates and versions

lirmm-00429579 , version 1 (03-11-2009)

Identifiers

Cite

Mitsuhiro Hayashibe, David Guiraud, Philippe Poignet. EMG-Based Neuromuscular Modeling with Full Physiological Dynamics and Its Comparison with Modified Hill Model. EMBC: Engineering in Medicine and Biology Conference, Sep 2009, Minneapolis, MN, United States. pp.6530-6533, ⟨10.1109/IEMBS.2009.5333147⟩. ⟨lirmm-00429579⟩
168 View
583 Download

Altmetric

Share

More