Robust adaptive NMPC using ellipsoidal tubes
This paper proposes a computationally efficient, robust adaptive nonlinear model predictive control algorithm that utilizes ellipsoidal tubes to guarantee constraint satisfaction and stability for learning-based systems with unknown parameters and set-bounded disturbances.