Comparison of sEMG-Based Feature Extraction and Motion Classification Methods for Upper-Limb Movement

The surface electromyography (sEMG) technique is proposed for muscle activation detection and intuitive control of prostheses or robot arms. Motion recognition is widely used to map sEMG signals to the target motions. One of the main factors preventing the implementation of this kind of method for r...

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Bibliographic Details
Main Authors: Shuxiang Guo, Muye Pang, Baofeng Gao, Hideyuki Hirata, Hidenori Ishihara
Format: Article
Language:English
Published: MDPI AG 2015-04-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/15/4/9022