GA-Based Estimation Method for Human Muscle Parameter in Elbow Flexion

GA-Based Estimation Method for Human Muscle Parameter in Elbow Flexion

We propose a GA-based estimation method for human muscle characteristics. We show the performance of the proposed method for fly-wheel rotating motion with elbow bending. Four main muscle parameters of Hill's two-component model are coded in a genetic code, the dynamic analytical system is made...

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Veröffentlicht in:Nihon Kikai Gakkai ronbunshū. C 1996/04/25, Vol.62(596), pp.1426-1432
Hauptverfasser: HASEGAWA, Mitsuhiko, MATSUMOTO, Hiroyuki, SHIONOYA, Akira
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Sprache:eng ; jpn
Schlagworte:
elbow flexion
fly-wheel rotating motion
GA
human muscle parameter
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container_end_page 1432
container_issue 596
container_start_page 1426
container_title Nihon Kikai Gakkai ronbunshū. C
container_volume 62
creator HASEGAWA, Mitsuhiko
MATSUMOTO, Hiroyuki
SHIONOYA, Akira
description We propose a GA-based estimation method for human muscle characteristics. We show the performance of the proposed method for fly-wheel rotating motion with elbow bending. Four main muscle parameters of Hill's two-component model are coded in a genetic code, the dynamic analytical system is made, and the GA system for evaluating muscle parameters is developed. The dynamic curves obtained by the computer simulation were found to be satisfactorily close to the experimental curves, which shows the reliability of the proposed computational model. Additionally, the dynamic analysis of constant-speed elbow flexion was simulated using the obtained parameter values. An actual experiment using an isokinetic device was performed, and both the simulation and real data were found to be in agreement with each other.
doi_str_mv 10.1299/kikaic.62.1426
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language eng ; jpn
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source J-STAGE Free; EZB-FREE-00999 freely available EZB journals
subjects elbow flexion
fly-wheel rotating motion
GA
human muscle parameter
title GA-Based Estimation Method for Human Muscle Parameter in Elbow Flexion
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