A LiDAR and GNSS-Based System for Precise Localization of Autonomous Vehicles combines LiDAR high-resolution 3D point cloud mapping with GNSS global positioning accuracy. This hybrid approach enhances localization by providing precise positioning even in GPS-challenged environments such as urban canyons or tunnels thereby ensuring reliable navigation and improved safety for autonomous vehicles.