Forearm Motion and Hand Grasp Prediction Based on Target Muscle Bioimpedance for Human-Machine Interaction - Yao, Tianyang; Wu, Yu; Jiang, Dai; Bayford, Richard; Demosthenous, Andreas (IEEE transactions on neural systems and rehabilitation engineering, 2025)
Keywords: Adult; Algorithms; Amputees; Bioimpedance; Biological system modeling; Biomechanical Phenomena; Current measurement; Electric Impedance; Electrical impedance tomography; Electrodes; Female; Forearm - physiology; forearm motion; Grasping; Hand - physiology; hand grasp; Hand Strength - physiology; Hands; human-machine interaction (HMI); Humans; Linear Models; long short-term memory (LSTM); Male; Man-Machine Systems; Movement - physiology; multi-degree of freedom (DoF); Muscle, Skeletal - physiology; Muscles; Regression Analysis; regression model; Reproducibility of Results; robotic control; Support Vector Machine; Thumb; Wrist; Young Adult