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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...

詳細記述

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書誌詳細
出版年:Sensors (Basel)
主要な著者: Zhang, Zhen, Yang, Kuo, Qian, Jinwu, Zhang, Lunwei
フォーマット: Artigo
言語:Inglês
出版事項: MDPI 2019
主題:
オンライン・アクセス: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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