Is Accurate Mapping of EMG Signals on Kinematics Needed for Precise Online Myoelectric Control?
Volume: 22, Issue: 3, Pages: 549 - 558
Published: May 1, 2014
Abstract
In this paper, we present a systematic analysis of the relationship between the accuracy of the mapping between EMG and hand kinematics and the control performance in goal-oriented tasks of three simultaneous and proportional myoelectric control algorithms: nonnegative matrix factorization (NMF), linear regression (LR), and artificial neural networks (ANN). The purpose was to investigate the impact of the precision of the kinematics estimation...
Paper Details
Title
Is Accurate Mapping of EMG Signals on Kinematics Needed for Precise Online Myoelectric Control?
Published Date
May 1, 2014
Volume
22
Issue
3
Pages
549 - 558
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