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Improving the Robustness of Electromyogram-Pattern Recognition for Prosthetic Control by a Postprocessing Strategy

Electromyogram (EMG) contains rich information for motion decoding. As one of its major applications, EMG-pattern recognition (PR)-based control of prostheses has been proposed and investigated in the field of rehabilitation robotics for decades. These prostheses can offer a higher level of dexterit...

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Principais autores: Xu Zhang, Xiangxin Li, Oluwarotimi Williams Samuel, Zhen Huang, Peng Fang, Guanglin Li
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2017-09-01
Serier:Frontiers in Neurorobotics
Fag:
pattern recognition
electromyogram
myoelectric prosthesis
motion onset detection
postprocessing
robustness
Online adgang:http://journal.frontiersin.org/article/10.3389/fnbot.2017.00051/full
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