Extracting simultaneous and proportional neural control information for multiple-dof prostheses from the surface electromyographic signal

IEEE Transactions on Biomedical Engineering

Volumn 56, Issue 4, 2009, Pages 1070-1080

  Jiang, Ning ^a,b   Englehart, Kevin B ^a   Parker, Philip A ^a  

^a UNIVERSITY OF NEW BRUNSWICK   (Canada)

^b AALBORG UNIVERSITY   (Denmark)

Author keywords

Electromyography (EMG); Myoelectric control; Nonnegative matrix factorization (NMF); Powered prosthetics

Indexed keywords

ELECTROMYOGRAPHIC SIGNAL; EXPERIMENTAL STUDIES; GENERATIVE MODEL; MULTI-DIMENSIONAL CONTROL; MULTICHANNEL SURFACE EMG; MYOELECTRIC CONTROL; MYOELECTRIC PROSTHESIS; NATURAL MOVEMENTS; NEURAL CONTROL; NONNEGATIVE MATRIX FACTORIZATION; NONNEGATIVE MATRIX FACTORIZATION (NMF); POWERED PROSTHETICS; PROPORTIONAL CONTROL; SIGNAL PROCESSING ALGORITHMS; SURFACE ELECTROMYOGRAM; SURFACE EMG;

ELECTROMYOGRAPHY; FACTORIZATION; LIGHT MEASUREMENT; MUSCLE; SIGNAL PROCESSING;

MYOELECTRICALLY CONTROLLED PROSTHETICS;

ADULT; ALGORITHM; ARTICLE; COMPUTER SIMULATION; CONTROL SYSTEM; CONTROLLED STUDY; ELECTROMYOGRAM; FEMALE; HUMAN; HUMAN EXPERIMENT; MALE; MYOELECTRIC CONTROL; NERVE CELL NETWORK; NORMAL HUMAN; WRIST;

ADULT; ALGORITHMS; ELECTROMYOGRAPHY; FEMALE; HUMANS; MALE; MIDDLE AGED; MUSCLE, SKELETAL; NEURAL NETWORKS (COMPUTER); PATTERN RECOGNITION, AUTOMATED; PROSTHESES AND IMPLANTS; RANGE OF MOTION, ARTICULAR; RECRUITMENT, NEUROPHYSIOLOGICAL; SIGNAL PROCESSING, COMPUTER-ASSISTED; WRIST JOINT;

EID: 67149128290     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2008.2007967     Document Type: Article

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