A control system for a vehicle includes a control that determines a planned path of travel for the vehicle along a road being traveled by the vehicle and along a traffic lane in which the vehicle is traveling on the road. The control determines a speed profile for the vehicle along the planned path responsive at least in part to (i) detection of an object along the determined planned path of travel and (ii) determination of a speed limit change along the determined planned path of travel. The control controls the vehicle to maneuver the vehicle along the determined planned path of travel in accordance with the determined speed profile.