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On pattern classification of EMG signals for walking motions

โœ Scribed by Ho-Lim Choi; Hee-Jung Byun; Won-Gyu Song; Jun-Won Son; Jong-Tae Lim


Publisher
Springer Japan
Year
2000
Tongue
English
Weight
437 KB
Volume
4
Category
Article
ISSN
1433-5298

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In this paper, a hybrid approach is presented for discriminating a few upper limb movements by processing the electromyographic (EMG) signals from selected shoulder muscles. Statistical techniques, such as the Generalized Likelihood Ratio test, the Principal Component Analysis, autoregressive parame