Author

Joan Amos Toluwani

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Open access 2026

Classification of Gesture Electromyography by Dynamic Mode Decomposition

Accurate classification of hand gestures from surface electromyography (sEMG) signals is essential for human-computer interaction and myoelectric prosthetic control, yet conventional feature-extraction methods struggle to capture the temporal dynamics of muscle activation. Dynamic Mode Decomposition (DMD), a data-drive...

Alberta Ashitey, Williams Ayivi, Joan Amos Toluwani et al. · IEEE Access · 0 citations