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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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Bibliografske podrobnosti
izdano v:Sensors (Basel)
Main Authors: Zhang, Zhen, Yang, Kuo, Qian, Jinwu, Zhang, Lunwei
Format: Artigo
Jezik:Inglês
Izdano: MDPI 2019
Teme:
Online dostop: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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