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

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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Bibliographic Details
Main Authors: Qin Zhang, Runfeng Liu, Wenbin Chen, Caihua Xiong
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-05-01
Series:Frontiers in Neuroscience
Subjects:
principle component analysis (PCA)
independent component analysis (ICA)
artificial neural network (ANN)
simultaneous and continuous motion estimation
myoelectric control
Online Access:http://journal.frontiersin.org/article/10.3389/fnins.2017.00280/full

Internet

http://journal.frontiersin.org/article/10.3389/fnins.2017.00280/full

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