A comparison between force and position control strategies in myoelectric prostheses

This work studies the simultaneous and proportional myoelectric force and position estimation of multiple degrees of freedom (DOFs) for unilateral transradial amputees. Two experiments were conducted to compare force and position control paradigms. In the first, a force experiment, subjects performe...

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Bibliographic Details
Main Authors: Ameri, A., Englehart, K. B., Parker, P. A.
Format: Conference Proceeding
Language:English
Subjects:
Artificial neural networks
Dynamics
Electromyography
Estimation
Force
Muscles
Position control
Online Access:Request full text
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Summary:This work studies the simultaneous and proportional myoelectric force and position estimation of multiple degrees of freedom (DOFs) for unilateral transradial amputees. Two experiments were conducted to compare force and position control paradigms. In the first, a force experiment, subjects performed isometric contractions, while the force applied by the limb and EMG were recorded. In the second, a position experiment, dynamic contractions were permitted during which position of the limb and EMG were measured. Artificial neural networks (ANNs) were trained to estimate force/position from EMG of the contralateral limb during mirrored bilateral contractions. This study involved contractions with combined activations of three DOFs including wrist: flexion/extension, radial/ulnar deviation and forearm supination/pronation. For the given data set, while force estimation demonstrated high accuracy (R 2 =0.84±0.02), position estimation performance was relatively poor (R 2 =0.57±0.05). Two healthy subjects participated in this work.
ISSN:1094-687X
1558-4615
2694-0604
DOI:10.1109/EMBC.2012.6346186