Analysis of voluntary movements for robotic control

Abstract

This study focuses on the characterization and control of voluntary movements by analyzing motor command patterns, ensuing analysis from involuntary limb movements. As a result, a neuromuscular-like model with two muscle-reflex models is proposed, and motor command patterns are approximated identified from the experimental data. Based on the identified motor command patterns, a control strategy, muscle modulation control, is proposed for possible applications in robotic control using neuromuscular-like models.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">&gt;</ETX>