Exemplary methods and systems may generate a point cloud data generated polyhedral geofence for use in navigating a vehicle. The polyhedral geofence may be generated, or created, from point cloud data such as lidar data. Further, a vehicle may utilize propulsion devices and controllers for moving the vehicle based on a point map data generated polyhedral geofence.