A Novel sEMG-FMG Combined Sensor Fusion Approach Based on an Attention-Driven CNN for Dynamic Hand Gesture Recognition - Oyemakinde, Tolulope Tofunmi; Kulwa, Frank; Peng, Xinhao; Liu, Yan; Cao, Jianglang; Deng, Xinping; Wang, Mengtao; Li, Guanglin; Samuel, Oluwarotimi Williams; Fang, Peng; Li, Xiangxin (IEEE transactions on instrumentation and measurement, 2025)
Keywords: Artificial neural networks; Control methods; Control systems; Dynamic control; Dynamics; Electromyography; Force; Force myography (FMG); Gesture recognition; Hands; Information systems; Motors; Muscles; Muscular function; Pattern recognition; Prostheses; Sensors; Steady-state; steady-state signals; surface electromyogram (sEMG); Transient analysis; transient signals