A Low-Cost End-to-End sEMG-Based Gait Sub-Phase Recognition System - Luo, Ruiming; Sun, Shouqian; Zhang, Xianfu; Tang, Zhichuan; Wang, Weide (IEEE transactions on neural systems and rehabilitation engineering, 2020)
Keywords: Classification; Electromyography; Force; Gait; Gait recognition; Hardware; Human motion; Human performance; Long short-term memory; Low cost; LSTM; Motion perception; Multilayer perceptrons; Muscles; Neural networks; Plantar pressure; Real-time systems; Recognition; sEMG; Short term; Signal classification; Terrain; Thigh; Walking