Force-Invariant Improved Feature Extraction Method for Upper-Limb Prostheses of Transradial Amputees

Force-Invariant Improved Feature Extraction Method for Upper-Limb Prostheses of Transradial Amputees

A force-invariant feature extraction method derives identical information for all force levels. However, the physiology of muscles makes it hard to extract this unique information. In this context, we propose an improved force-invariant feature extraction method based on nonlinear transformation of...

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Bibliographic Details
Main Authors: Md. Johirul Islam, Shamim Ahmad, Fahmida Haque, Mamun Bin Ibne Reaz, Mohammad Arif Sobhan Bhuiyan, Md. Rezaul Islam
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Diagnostics
Subjects:
EMG pattern recognition
force-invariant features
nonlinear features
correlation coefficients
Online Access:https://www.mdpi.com/2075-4418/11/5/843

Internet

https://www.mdpi.com/2075-4418/11/5/843

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