Forearm Orientation and Muscle Force Invariant Feature Selection Method for Myoelectric Pattern Recognition

Forearm Orientation and Muscle Force Invariant Feature Selection Method for Myoelectric Pattern Recognition

Electromyogram (EMG) signal-based prosthetic hand can restore an amputee’s missing functionalities, which requires a faithful electromyogram pattern recognition (EMG-PR) system. However, forearm orientation and muscle force variation make the EMG-PR system more complex, and the problem be...

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Bibliographic Details
Main Authors: Md. Johirul Islam, Shamim Ahmad, Fahmida Haque, Mamun Bin Ibne Reaz, Mohammad A. S. Bhuiyan, Md. Rezaul Islam
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
EMG pattern recognition
feature selection
forearm orientation
muscle force variation
Online Access:https://ieeexplore.ieee.org/document/9762929/

Internet

https://ieeexplore.ieee.org/document/9762929/

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