Simultaneous and Continuous Estimation of Shoulder and Elbow Kinematics from Surface EMG Signals

In this paper, we present a simultaneous and continuous kinematics estimation method for multiple DoFs across shoulder and elbow joint. Although simultaneous and continuous kinematics estimation from surface electromyography (EMG) is a feasible way to achieve natural and intuitive human-machine inte...

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Detalhes bibliográficos
Main Authors: Qin Zhang, Runfeng Liu, Wenbin Chen, Caihua Xiong
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2017-05-01
Colecção:Frontiers in Neuroscience
Assuntos:
principle component analysis (PCA)
independent component analysis (ICA)
artificial neural network (ANN)
simultaneous and continuous motion estimation
myoelectric control
Acesso em linha:http://journal.frontiersin.org/article/10.3389/fnins.2017.00280/full
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