This paper presents an efficient and practical approach for a car navigation system (CVM-Car) based on the velocity space optimization paradigm. The method calculates control commands to keep in lane while avoiding obstacles detected by proximity sensors. has follow road path consisting of sequence lanelets. is lower-level reactive that combines pure pursuit obtain reference curvature algorithm...