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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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Vydáno v:Sensors (Basel)
Hlavní autoři: Zhang, Zhen, Yang, Kuo, Qian, Jinwu, Zhang, Lunwei
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI 2019
Témata:
On-line přístup: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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