A Gaussian mixture model based classification scheme for myoelectric control of powered upper limb prostheses - Yonghong Huang; Englehart, K.B.; Hudgins, B.; Chan, A.D.C. (IEEE transactions on biomedical engineering, 2005)
Keywords: Algorithms; Artificial Intelligence; Classification; Electromyography - methods; EMG; Gaussian mixture model; Joint Prosthesis; Linear discriminant analysis; Models, Biological; Models, Statistical; Movement - physiology; Multi-layer neural network; Multilayer perceptrons; Muscle Contraction - physiology; myoelectric signals; Neural networks; Normal Distribution; pattern recognition; Pattern Recognition, Automated - methods; Power system modeling; prosthesis; Prosthesis Design - methods; Prosthetics; Robustness; Spatial databases; Therapy, Computer-Assisted - methods; Time domain analysis; Upper Extremity - physiology; Voting