Hybrid Surface-EMG and EEG Fusion for Multi-Class Hand Gesture Recognition: A Comparative Study Under Cross-Subject and Within-Subject Evaluation
Reliable hand gesture recognition plays an important role in human-computer interaction, prosthetic control, and rehabilitation systems. Surface electromyography (sEMG) has been widely used for gesture recognition because it directly captures muscle activity, whereas electroencephalography (EEG) provides complementary...