Improving Myoelectric Pattern Recognition Robustness to Electrode Shift by Autoencoder

It is evident that the electrode shift will result in a degradation of myoelectric pattern recognition classification accuracy, which is inevitable during the prosthetic socket donning and doffing. To cope with this limitation, we propose an unsupervised feature extraction method called sparse autoe...

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Vydané v:	Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Ročník 2018; s. 5652 - 5655
Hlavní autori:	Lv, Bo, Sheng, Xinjun, Zhu, Xiangyang
Médium:	Konferenčný príspevok.. Journal Article
Jazyk:	English
Vydavateľské údaje:	United States IEEE 01.07.2018
Predmet:	Electrodes Electromyography Error analysis Feature extraction Muscles Pattern recognition Wrist
ISSN:	1557-170X, 2694-0604, 1558-4615, 2694-0604
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