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Real-Time Surface EMG Pattern Recognition for Hand Gestures Based on an Artificial Neural Network

In recent years, surface electromyography (sEMG) signals have been increasingly used in pattern recognition and rehabilitation. In this paper, a real-time hand gesture recognition model using sEMG is proposed. We use an armband to acquire sEMG signals and apply a sliding window approach to segment t...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Zhang, Zhen, Yang, Kuo, Qian, Jinwu, Zhang, Lunwei
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6679304/
https://ncbi.nlm.nih.gov/pubmed/31323888
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19143170
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