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Surface electromyography control system based on wavelet transform: a review

This paper presents a review of some improvements on Electromyography (EMG) control system with respect to Wavelet analysis. Regarding the vast variety of EMG signal applications such as rehabilitation of people suffering from some mobility limitations, scientists have done much research on EMG cont...

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Main Authors: Mahdavi, Farzaneh Akhavan, Ahmad, Siti Anom
Format: Conference or Workshop Item
Language:English
Published: 2012
Online Access:http://psasir.upm.edu.my/id/eprint/31665/1/31665.pdf
http://psasir.upm.edu.my/id/eprint/31665/
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spelling my.upm.eprints.316652018-10-23T08:16:15Z http://psasir.upm.edu.my/id/eprint/31665/ Surface electromyography control system based on wavelet transform: a review Mahdavi, Farzaneh Akhavan Ahmad, Siti Anom This paper presents a review of some improvements on Electromyography (EMG) control system with respect to Wavelet analysis. Regarding the vast variety of EMG signal applications such as rehabilitation of people suffering from some mobility limitations, scientists have done much research on EMG control system. Therefore in this area, there are different methods for analyzing EMG signal and the efficiency of EMG recognition systems has been improved. Nevertheless, some of these systems are not consistent with the nature of the EMG signal as a non-stationary signal. Hence, this paper reviews some development of EMG control system concerning Wavelet Transform as a compatible technique with the essence of EMG signal and other methods. Ultimately, the achievement of Wavelet transform is investigated as a powerful tool to analyze EMG signal. 2012 Conference or Workshop Item NonPeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/31665/1/31665.pdf Mahdavi, Farzaneh Akhavan and Ahmad, Siti Anom (2012) Surface electromyography control system based on wavelet transform: a review. In: National Conference of Electric and Electronic Engineering, 8-9 May 2012, Universiti Tun Hussein Onn Library, Johor. (pp. 274-281).
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description This paper presents a review of some improvements on Electromyography (EMG) control system with respect to Wavelet analysis. Regarding the vast variety of EMG signal applications such as rehabilitation of people suffering from some mobility limitations, scientists have done much research on EMG control system. Therefore in this area, there are different methods for analyzing EMG signal and the efficiency of EMG recognition systems has been improved. Nevertheless, some of these systems are not consistent with the nature of the EMG signal as a non-stationary signal. Hence, this paper reviews some development of EMG control system concerning Wavelet Transform as a compatible technique with the essence of EMG signal and other methods. Ultimately, the achievement of Wavelet transform is investigated as a powerful tool to analyze EMG signal.
format Conference or Workshop Item
author Mahdavi, Farzaneh Akhavan
Ahmad, Siti Anom
spellingShingle Mahdavi, Farzaneh Akhavan
Ahmad, Siti Anom
Surface electromyography control system based on wavelet transform: a review
author_facet Mahdavi, Farzaneh Akhavan
Ahmad, Siti Anom
author_sort Mahdavi, Farzaneh Akhavan
title Surface electromyography control system based on wavelet transform: a review
title_short Surface electromyography control system based on wavelet transform: a review
title_full Surface electromyography control system based on wavelet transform: a review
title_fullStr Surface electromyography control system based on wavelet transform: a review
title_full_unstemmed Surface electromyography control system based on wavelet transform: a review
title_sort surface electromyography control system based on wavelet transform: a review
publishDate 2012
url http://psasir.upm.edu.my/id/eprint/31665/1/31665.pdf
http://psasir.upm.edu.my/id/eprint/31665/
_version_ 1643830388307525632
score 13.211869

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