1. A method for determining road lane characteristics of a road comprising: obtaining Lidar data of road markers on a road; accessing road map data; determining road segment node locations from the map data; tying a computer implemented on the Lidar generated road marker data to the road segment node locations; and applying particle filtering to the road marker road segment locations to lane characteristics estimates generating a road lane map.