A Fusion Dimension Reduction Method for the Features of Surface Electromyographic Signals - Ma, Luyao; Tao, Qing; Zhang, Xiaodong; Chen, Qingzheng (IEEE transactions on neural systems and rehabilitation engineering, 2024)
Keywords: Adult; Algorithms; Correlation; dimension reduction; Dimensionality reduction; Electrodes; Electromyography - methods; Feature extraction; feature fusion; Female; fuzzy control; Humans; Leg - physiology; Legged locomotion; Male; Movement - physiology; Muscle Contraction - physiology; Muscle, Skeletal - physiology; Muscles; pattern recognition; Reproducibility of Results; Signal Processing, Computer-Assisted; Skin; Surface electromyographic signals; Surface treatment; Time-domain analysis; Training; Young Adult