Lower Limb Motion Classification Using Energy Density Features of Surface Electromyography Signals' Activation Region and Dynamic Ensemble Model - Qin, Pengjie; Shi, Xin; Han, Kesong; Fan, Zhirui (IEEE transactions on instrumentation and measurement, 2023)
Keywords: Adaptation models; Algorithms; Classification; Classification algorithms; Correlation dimension (CD); Electromyography; Energy distribution; ensemble model; Feature extraction; Heuristic algorithms; motion classification; Muscles; onset point detection; Random sampling; Rehabilitation; Response time; Sensors; surface electromyography (sEMG); Windows