Adaptive Windowing Framework for Surface Electromyogram-Based Pattern Recognition System for Transradial Amputees

Adaptive Windowing Framework for Surface Electromyogram-Based Pattern Recognition System for Transradial Amputees

Electromyogram (EMG)-based Pattern Recognition (PR) systems for upper-limb prosthesis control provide promising ways to enable an intuitive control of the prostheses with multiple degrees of freedom and fast reaction times. However, the lack of robustness of the PR systems may limit their usability....

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Bibliographic Details
Main Authors: Ali H. Al-Timemy, Guido Bugmann, Javier Escudero
Format: Article
Language:English
Published: MDPI AG 2018-07-01
Series:Sensors
Subjects:
adaptive windowing
classification
Linear Discriminant Analysis
pattern recognition
surface electromyogram (sEMG)
Time-Domain Power Spectral Descriptors
transradial amputees
Online Access:http://www.mdpi.com/1424-8220/18/8/2402

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