DocumentCode
1240104
Title
Two-channel enhancement of a multifunction control system
Author
Kuruganti, Usha ; Hudgins, B. ; Scott, R.N.
Author_Institution
Inst. of Biomed. Eng., New Brunswick Univ., Fredericton, NB, Canada
Volume
42
Issue
1
fYear
1995
Firstpage
109
Lastpage
111
Abstract
The enhancement of an existing myoelectric control system has been investigated. The original one-channel system used an artificial neural network to classify myoelectric patterns. This research shows that a two-channel control system can improve the classification accuracy of the pattern classifier significantly, thus improving the reliability of the prosthesis.
Keywords
artificial limbs; biocontrol; electromyography; 1-channel system; 2-channel enhancement; classification accuracy; multifunction control system; myoelectric control system enhancement; pattern classifier; prosthesis reliability; Artificial neural networks; Biomedical engineering; Control systems; Data analysis; Electrodes; Muscles; Neural networks; Neural prosthesis; Prosthetic limbs; Signal design; Adult; Artificial Limbs; Bionics; Electrodes; Feedback; Female; Humans; Male; Muscle Contraction; Neural Networks (Computer); Prosthesis Design; Reproducibility of Results; Signal Processing, Computer-Assisted;
fLanguage
English
Journal_Title
Biomedical Engineering, IEEE Transactions on
Publisher
ieee
ISSN
0018-9294
Type
jour
DOI
10.1109/10.362912
Filename
362912
Link To Document