DocumentCode :
3293087
Title :
Natural control of wrist movements for myoelectric prostheses
Author :
Santa-Cruz, M.C. ; Riso, R.R. ; Sepulveda, F. ; Lange, B.
Author_Institution :
Center for Sensory-Motor Interaction, Aalborg Univ., Denmark
Volume :
1
fYear :
1999
fDate :
1999
Abstract :
Hand prosthesis function is enhanced when the user can easily perform different movement modalities. Our goal in this investigation is to enable the below-elbow prostheses user to control different wrist movements (wrist flexion/extension and forearm pronation/supination) in a natural and reliable manner. We recorded intramuscular EMG from the residual muscles (flexor carpi radialis, extensor carpi radialis, pronator teres, supinator) which are involved in these movements, and we employed combination of biofeedback training and ANN pattern recognition to obtain natural voluntary control. Finally, we evaluated the results over three different days with one-day separation between each day
Keywords :
artificial limbs; biocontrol; electromyography; feedback; learning (artificial intelligence); medical signal processing; neural nets; neuromuscular stimulation; pattern recognition; ANN pattern recognition; below-elbow prostheses; biofeedback training; extensor carpi radialis; flexor carpi radialis; forearm pronation/supination; hand prosthesis function; intramuscular EMG; myoelectric prostheses; natural control; pronator teres; residual muscles; supinator; wrist flexion/extension; wrist movements; Animation; Artificial neural networks; Electrodes; Electromyography; Muscles; Neural prosthesis; Pattern recognition; Prosthetics; Switches; Wrist;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
[Engineering in Medicine and Biology, 1999. 21st Annual Conference and the 1999 Annual Fall Meetring of the Biomedical Engineering Society] BMES/EMBS Conference, 1999. Proceedings of the First Joint
Conference_Location :
Atlanta, GA
ISSN :
1094-687X
Print_ISBN :
0-7803-5674-8
Type :
conf
DOI :
10.1109/IEMBS.1999.802720
Filename :
802720
Link To Document :
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