Multichannel optimization for electromyogram signals with complex features in a decomposition-based multi-objective evolution framework with adaptive angle selection

Intelligent manufacturing is a focus of current manufacturing research, and, in combination with the Internet, it enables accurate real-time control of intelligent equipment. Highly accurate real-time prosthesis control has very important applications in therapeutics, intelligent prosthesis, and oth...

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Bibliographic Details
Published in:	International journal of advanced robotic systems Vol. 17; no. 2; p. 172988142091701
Main Authors:	Wang, Zheng, Chen, Guoqi, Li, Weikun, Liu, Honghai, Wang, Wanliang
Format:	Journal Article
Language:	English
Published:	London, England SAGE Publications 01.03.2020 Sage Publications Ltd SAGE Publishing
Subjects:	Ant colony optimization Channels Complexity Control equipment Decomposition Evolutionary algorithms Evolutionary computation Genetic algorithms Intelligent manufacturing systems Multichannel communication Multiple objective analysis Prostheses Real time Recognition Signal classification Support vector machines surface electromyogram signal multi-objective evolution Multichannel optimization adaptive angle selection support vector machine classifier
ISSN:	1729-8806, 1729-8814, 1729-8814
Online Access:	Get full text
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