Publication:
EMG classification using the second order volterra series

Issued Date

2012-12-01

Resource Type

Conference Paper

DOI

10.1109/BMEiCon.2012.6465493

Other identifier(s)

2-s2.0-84875120651

Rights

Mahidol University

Rights Holder(s)

SCOPUS

Bibliographic Citation

5th 2012 Biomedical Engineering International Conference, BMEiCON 2012. (2012)

Suggested Citation

Pongphan Pongpanitanont, Warakorn Charoensuk EMG classification using the second order volterra series. 5th 2012 Biomedical Engineering International Conference, BMEiCON 2012. (2012). doi:10.1109/BMEiCon.2012.6465493 Retrieved from: https://repository.li.mahidol.ac.th/handle/20.500.14594/14108

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Title

EMG classification using the second order volterra series

Author(s)

Pongphan Pongpanitanont
 Warakorn Charoensuk

Other Contributor(s)

Mahidol University

Abstract

This paper studies about electromyography (EMG) classification. The application of EMG classifier is used for prosthetic control. A Volterra series was propose in this works, we used 2 nd order series for processing EMG signal. This work had compared between filtered EMG and 2 nd Volterra EMG in artificial neural network (ANN) model. The result show the classification with 2 nd Volterra EMG has more accuracy than filtered EMG. The future works is to develop the Volterra-Neural networks (V-NN) model for EMG classifier. ©2012 IEEE.

Keyword(s)

Engineering

Availability

URI

https://repository.li.mahidol.ac.th/handle/20.500.14594/14108

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Scopus 2011-2015