| Paper Abstract and Keywords |
| Presentation |
2005-03-29 10:25
Estimation of Single Motor Unit from the Multi-Channel Surface EMG Signals Using Overcomplete Representations
Naoki Yano (Kobe Univ.), Satoshi Maekawa (NICT), Takeaki Yoshimura (Kobe Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
As a means to analyze motor units (MUs), the method is used that each MU is separated using multi-channel blind deconvolution method for signals measured by a surface EMG. However, this method can’t extract more MUs than observed signals, moreover, it is difficult to apply prior knowledge about MUs because this method uses linear filters. This problem can be expected to be able to be solved by applying the multi-channel blind deconvolution method with overcomplete bases.
In this paper, we apply this method to EMG signals, and examine possibility to estimate single MUs. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Surface EMG / motor unit / overcomplete / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 104, no. 756, MBE2004-113, pp. 5-8, March 2005. |
| Paper # |
MBE2004-113 |
| Date of Issue |
2005-03-22 (MBE) |
| ISSN |
Print edition: ISSN 0913-5685 |
| Download PDF |
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| Conference Information |
| Committee |
MBE |
| Conference Date |
2005-03-28 - 2005-03-30 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Tamagawa Univ. |
| Topics (in Japanese) |
(See Japanese page) |
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| Paper Information |
| Registration To |
MBE |
| Conference Code |
2005-03-MBE |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Estimation of Single Motor Unit from the Multi-Channel Surface EMG Signals Using Overcomplete Representations |
| Sub Title (in English) |
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| Keyword(1) |
Surface EMG |
| Keyword(2) |
motor unit |
| Keyword(3) |
overcomplete |
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| 1st Author's Name |
Naoki Yano |
| 1st Author's Affiliation |
Kobe University (Kobe Univ.) |
| 2nd Author's Name |
Satoshi Maekawa |
| 2nd Author's Affiliation |
National Institute of Information and Communication Technology (NICT) |
| 3rd Author's Name |
Takeaki Yoshimura |
| 3rd Author's Affiliation |
Kobe University (Kobe Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2005-03-29 10:25:00 |
| Presentation Time |
25 minutes |
| Registration for |
MBE |
| Paper # |
MBE2004-113 |
| Volume (vol) |
vol.104 |
| Number (no) |
no.756 |
| Page |
pp.5-8 |
| #Pages |
4 |
| Date of Issue |
2005-03-22 (MBE) |
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