A Method for Locomotion Mode Identification Using Muscle Synergies - Afzal, Taimoor; Iqbal, Kamran; White, Gannon; Wright, Andrew B. (IEEE transactions on neural systems and rehabilitation engineering, 2017)
Keywords: Algorithms; Amputation; Artificial neural networks; Ascent; Classification; Computer Simulation; Descent; Discriminant Analysis; Electromyography; Electromyography - methods; Feature extraction; Female; Gait - physiology; Humans; Intent recognition; Legged locomotion; Limbs; Locomotion; Locomotion - physiology; Lower Extremity - physiology; Male; Matrices (mathematics); Mechanical sensors; Models, Biological; Muscle Contraction - physiology; muscle synergies; Muscle, Skeletal - physiology; Muscles; Neural networks; Pattern Recognition, Automated - methods; Prostheses; Prosthetics; Reproducibility of Results; Sensitivity and Specificity; Steady state; Support Vector Machine; Support vector machines; Toe; Walking; Young Adult