1. A low cost 77GHz 4D Radar system with sufficient sensing for static obstacles and moving objects in low-speed scenarios 2. Robust localization performance based on Radar reflection points, comparable to Lidar System. 3. A Radar-only AVP system is demonstrated. As a series production, a camera-Radar fusion sensing system enables a robust autonomous valet parking service for both indoor and outdoor scenarios.