Journal
Scientific and technical journal of information technologies, mechanics and optics
UDK681.51
Issue:1 (83)
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ANALYSIS AND PROCESSING OF ELECTROMYOGRAM SIGNALS
Annotation
A method of electromyogram signals processing and identification for implementation in rehabilitation devices control is given. The method is based on the high-frequency components filtration which improves the signal/noise ratio; also it is based on the wavelet analysis for signal preprocessing and motion type classification by taught artificial neural network. Obtained accuracy of motion type classification is 94%.
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