The Impact of Feature Extraction on Classification Accuracy Examined by Employing a Signal Transformer to Classify Hand Gestures Using Surface Electromyography Signals

Interest in developing techniques for acquiring and decoding biological signals is on the rise in the research community. This interest spans various applications, with a particular focus on prosthetic control and rehabilitation, where achieving precise hand gesture recognition using surface electro...

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書誌詳細

出版年:	Sensors
主要な著者:	Aly Medhat Moslhi, Hesham H. Aly, Medhat ElMessiery
フォーマット:	論文
言語:	英語
出版事項:	MDPI AG 2024-02-01
主題:	surface electromyography EMG transformer feature extraction hand gesture recognition
オンライン･アクセス:	https://www.mdpi.com/1424-8220/24/4/1259