Robust Model Predictive Control Design for Autonomous Vehicles with Perception-based Observers

Nariman Niknejad, Gokul S. Sankar, Bahare Kiumarsi +1

This paper presents a robust model predictive control (MPC) framework that explicitly addresses the non-Gaussian noise inherent in deep learning-based perception modules used for s…