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eess.SP2024★ 2 cited
FORS-EMG: A Novel sEMG Dataset for Hand Gesture Recognition Across Multiple Forearm Orientations
Umme Rumman, Arifa Ferdousi, Bipin Saha +5
Surface electromyography (sEMG) signals hold significant potential for gesture recognition and robust prosthetic hand development. However, sEMG signals are affected by various phy…
eess.SP2022★ 2 cited
Myoelectric Pattern Recognition Performance Enhancement Using Nonlinear Features
Md. Johirul Islam, Shamim Ahmad, Fahmida Haque +3
The multichannel electrode array used for electromyogram (EMG) pattern recognition provides good performance, but it has a high cost, is computationally expensive, and is inconveni…