The video shows the result of a Guidance Navigation and Control system developed for a 1:8 scale model car. The model car, after automatic calibration of inertial sensors and of the magnetometer, is engaged in a as-fast-as-possible trajectory tracking task on a simulated track. Position feedback is provided by an Extended Kalman Filter using GPS as primary source for corrections.