PC-Diffuser: Path-Consistent Capsule CBF Safety Filtering for Diffusion-Based Trajectory Planner
PC-Diffuser enhances diffusion planning by embedding a safety framework directly into its denoising loop. It uses a capsule distance control barrier function to guarantee collision avoidance during trajectory generation, ensuring safety is enforced while maintaining path consistency and dynamic feasibility for better driving performance.