EMG-Based Learning Approach for Estimating Wrist Motion
El-Khoury, Sahar ; Batzianoulis, Iason ; Antuvan, Chris Wilson ; Contu, Sara ; Masia, Lorenzo ; Micera, Silvestro ; Billard, Aude
Machine learning and control in biorobotics , Assistive and cognitive robotics in rehabilitation , Wearable robotic systems: orthotics
This paper proposes an EMG based learning approach for estimating the displacement along the 2-axes (abduction/adduction and…
Muscle Synergies for Reliable Classification of Arm Motions using Myoelectric Interface
Antuvan, Chris Wilson ; Bisio, Federica ; Cambria, Erik ; Masia, Lorenzo
Motor neuroprostheses – Robotics , Neuromuscular systems – EMG processing and applications , Rehabilitation – Robotics
Synergistic activation of muscles are considered to be the phenomenon by which the central nervous system simplifies its control strategy….