A Safe and Efficient Real-Time Motion Planning Framework for Autonomous Driving Systems using Model Predictive Path Integral Approach

This paper presents a real-time and safe motion planning framework for autonomous driving systems using the Model Predictive Path Integral (MPPI) approach. The proposed method can handle obstacles and guarantee bounds for speed, acceleration, and steering rate to generate feasible and collision-free trajectories.