Florian Steppich

Probability-Based Collision Risk Evaluation of Trajectories for Optimal Control Problems with Moving Obstacles

This paper presents a method for approximating occupancy distributions, a common probabilistic representation used in trajectory planning for autonomous vehicles operating in uncertain environments. The proposed method employs B-spline surfaces in conjunction with regularization techniques to ensure smoothness and diff...