Surface Electromyography Based Estimation of Knee Joint Angle by Using Correlation Dimension of Wavelet Coefficient

Surface Electromyography Based Estimation of Knee Joint Angle by Using Correlation Dimension of Wavelet Coefficient

In this paper, we propose a regression model to establish a relationship between surface electromyography (sEMG) and knee joint angles. In this model, the correlation dimension of wavelet coefficient (WCCD) and an Elman network are developed for the model estimation. In our experiment, the sEMG sign...

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Bibliographic Details
Main Authors: Junhong Wang, Lipeng Wang, Seyed M. Miran, Xugang Xi, Anke Xue
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Human–machine interface
surface electromyography
feature extraction
correlation dimension of wavelet coefficient
Elman network estimation model
Online Access:https://ieeexplore.ieee.org/document/8703115/

Internet

https://ieeexplore.ieee.org/document/8703115/

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