RECOGNITION OF PALM FINGER MOVEMENTS ON THE BASIS OF EMG SIGNALS WITH THE APPLICATION OF WAVELETS

RECOGNITION OF PALM FINGER MOVEMENTS ON THE BASIS OF EMG SIGNALS WITH THE APPLICATION OF WAVELETS

The paper describes an EMG signal analysis based on the wavelet transform, applied for the hand prosthesis control. Signal features are represented by wavelet coefficients. A cross-validation method is applied for the feature selection process. The classification algorithm uses multistage recogniti...

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Bibliographic Details
Main Authors: KRZYSZTOF KRYSZTOFORSKI, ANDRZEJ WOLCZOWSKI, ROMUALD BĘDZIŃSKI, KRZYSZTOF HELT
Format: Article
Language:English
Published: Gdańsk University of Technology 2004-04-01
Series:TASK Quarterly
Subjects:
multistage pattern recognition
EMG signal processing
wavelet transform
dexterous prosthesis control
Online Access:https://journal.mostwiedzy.pl/TASKQuarterly/article/view/2511

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