Optimization of EMG-based hand gesture recognition: Supervised vs. unsupervised data preprocessing on healthy subjects and transradial amputees
Author:
Funder
Centro Protesi INAIL and Dipartimento di Ingegneria Elettronica – Università degli studi di Roma “Tor Vergata” AR. 6
Publisher
Elsevier BV
Subject
Health Informatics,Signal Processing
Reference30 articles.
1. Evaluation of the forearm EMG signal features for the control of a prosthetic hand;Boostani;Physiol. Meas.,2003
2. Principal components analysis based control of a multi-dof underactuated prosthetic hand;Matrone;J. Neuroeng. Rehabil.,2010
3. Quantifying pattern recognition-based myoelectric control of multifunctional transradial prostheses;Li;IEEE Trans. Neural Syst. Rehabil. Eng.,2010
4. Electromyogram pattern recognition for control of powered upper-limb prostheses: state of the art and challenges for clinical use;Scheme;J. Rehabil. Res. Dev.,2011
5. Fine detection of grasp force and posture by amputees via surface electromyography;Castellini;J. Physiol. Paris,2009
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