Interaction Dynamics MPC for Knee Rehabilitation Exoskeletons: A Closed-Loop SEA Outer-Loop Study
The study tested a predictive control method for knee rehabilitation exoskeletons by combining dynamic residual estimation with an explicit target input into a Model Predictive Control (MPC) framework. This approach significantly reduced steady-state tracking error compared to classical methods, showing much better performance under various disturbance conditions.