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...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Sensors
المؤلفون الرئيسيون: Aly Medhat Moslhi, Hesham H. Aly, Medhat ElMessiery
التنسيق: مقال
اللغة:الإنجليزية
منشور في: MDPI AG 2024-02-01
الموضوعات:
surface electromyography
EMG
transformer
feature extraction
hand gesture recognition
الوصول للمادة أونلاين:https://www.mdpi.com/1424-8220/24/4/1259

الانترنت

https://www.mdpi.com/1424-8220/24/4/1259

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