Experimental Motion planning and Control for a nonholonomic mobile robot in uncertain environments with obstacles. The perception algorithm provides an accurate localization of the lane and the detected obstacles. Then, the planning algorithm generates a time optimal feasible trajectory. Finally, an integral sliding mode controller provides high robustness properties.