1. A vehicle driving system, comprising: storage media storing a map of roadways; a radar system configured to generate radar perception information from a region near a vehicle; a location component configured to determine a location of the vehicle on the map based on the radar perception information and other navigation related data; and a drive controller configured to control driving of the vehicle based on the map and the determined location.