Pattern Recognition of Single-Channel sEMG Signal Using PCA and ANN Method to Classify Nine Hand Movements

Pattern Recognition of Single-Channel sEMG Signal Using PCA and ANN Method to Classify Nine Hand Movements

A number of researchers prefer using multi-channel surface electromyography (sEMG) pattern recognition in hand gesture recognition to increase classification accuracy. Using this method can lead to computational complexity. Hand gesture classification by employing single channel sEMG signal acquisit...

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Bibliographic Details
Main Authors: Moh Arozi, Wahyu Caesarendra, Mochammad Ariyanto, M. Munadi, Joga D. Setiawan, Adam Glowacz
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Symmetry
Subjects:
artificial neural network (ANN)
surface electromyography (sEMG)
features extraction
single channel sEMG
Online Access:https://www.mdpi.com/2073-8994/12/4/541

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