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...
| Main Authors: | , |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2012
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/31665/1/31665.pdf |
| _version_ | 1796971984457826304 |
|---|---|
| author | Mahdavi, Farzaneh Akhavan Ahmad, Siti Anom |
| author_facet | Mahdavi, Farzaneh Akhavan Ahmad, Siti Anom |
| author_sort | Mahdavi, Farzaneh Akhavan |
| collection | UPM |
| 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. |
| first_indexed | 2024-03-06T08:21:10Z |
| format | Conference or Workshop Item |
| id | upm.eprints-31665 |
| institution | Universiti Putra Malaysia |
| language | English |
| last_indexed | 2024-03-06T08:21:10Z |
| publishDate | 2012 |
| record_format | dspace |
| spelling | 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). |
| spellingShingle | Mahdavi, Farzaneh Akhavan Ahmad, Siti Anom Surface electromyography control system based on wavelet transform: a review |
| title | 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_short | Surface electromyography control system based on wavelet transform: a review |
| title_sort | surface electromyography control system based on wavelet transform a review |
| url | http://psasir.upm.edu.my/id/eprint/31665/1/31665.pdf |
| work_keys_str_mv | AT mahdavifarzanehakhavan surfaceelectromyographycontrolsystembasedonwavelettransformareview AT ahmadsitianom surfaceelectromyographycontrolsystembasedonwavelettransformareview |