In this paper, a novel and complete navigation system is proposed for mobile ground vehicles in park environment. LiDAR map representation maintenance, dynamic objects detection removal, hierarchal path planning model-free local are developed the system. The formulated three layers. global layer, given point cloud of environment, traverse area detected its skeleton graph extracted to represent ...