Gesture recognition method based on a single-channel sEMG envelope signal

Gesture recognition method based on a single-channel sEMG envelope signal

Abstract In the past, investigators tend to use multi-channel surface electromyography (sEMG) signal acquisition devices to improve the recognition accuracy for the study of gesture recognition systems based on sEMG. The disadvantages of the method are the increased complexity and the problems such...

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Bibliographic Details
Main Authors: Yansheng Wu, Shili Liang, Ling Zhang, Zongqian Chai, Chunlei Cao, Shuangwei Wang
Format: Article
Language:English
Published: SpringerOpen 2018-02-01
Series:EURASIP Journal on Wireless Communications and Networking
Subjects:
sEMG
Gesture recognition
Envelope signal feature
Improved KNN algorithm
Soft margin SVM
Online Access:http://link.springer.com/article/10.1186/s13638-018-1046-0

Internet

http://link.springer.com/article/10.1186/s13638-018-1046-0

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