A Robust Sparse Representation Based Pattern Recognition Approach for Myoelectric Control

A Robust Sparse Representation Based Pattern Recognition Approach for Myoelectric Control

Interferences in the form of white Gaussian noise (WGN) are inevitable during long-term electromyogram (EMG) recordings. Even with the aid of advanced signal denoising techniques, such an intermittent interference is hardly detected and attenuated in the practical use of EMG-driven control systems....

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Bibliographic Details
Main Authors: Yanjuan Geng, Yatao Ouyang, Oluwarotimi Williams Samuel, Shixiong Chen, Xiaoqiang Lu, Chuang Lin, Guanglin Li
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Electromyogram
pattern recognition
sparse representation classifier
robustness
white Gaussian noise
Online Access:https://ieeexplore.ieee.org/document/8399806/

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