Appropriate Feature Set and Window Parameters Selection for Efficient Motion Intent Characterization towards Intelligently Smart EMG-PR System

Appropriate Feature Set and Window Parameters Selection for Efficient Motion Intent Characterization towards Intelligently Smart EMG-PR System

The constantly rising number of limb stroke survivors and amputees has motivated the development of intelligent prosthetic/rehabilitation devices for their arm function restoration. The device often integrates a pattern recognition (PR) algorithm that decodes amputees’ limb movement intent from elec...

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Bibliographic Details
Main Authors: Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Yanbing Jiang, Lin Wang, Yanjuan Geng, Arun Kumar Sangaiah, Shixiong Chen, Peng Fang, Guanglin Li
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Symmetry
Subjects:
rehabilitation device
electromyogram
symmetry
window parameters
feature extraction
pattern recognition
Online Access:https://www.mdpi.com/2073-8994/12/10/1710

Internet

https://www.mdpi.com/2073-8994/12/10/1710

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