Learning-based model predictive control with moving horizon state estimation for autonomous racing

Yassine Kebbati, Andreas Rauh, Naima Ait-Oufroukh +2

This paper addresses autonomous racing by introducing a real-time nonlinear model predictive controller (NMPC) coupled with a moving horizon estimator (MHE). The racing problem is…