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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Bibliografski detalji

Glavni autori:	Aly Medhat Moslhi, Hesham H. Aly, Medhat ElMessiery
Format:	Artigo
Jezik:	Inglês
Izdano:	MDPI AG 2024-02-01
Serija:	Sensors
Teme:	surface electromyography EMG transformer feature extraction hand gesture recognition
Online pristup:	https://www.mdpi.com/1424-8220/24/4/1259
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