This paper studies the robust adaptive control algorithm based on rough set, compared with other correction method does not make the system performance degradation. In the circumstance of no interference, the adaptive law can guarantee the asymptotic stability of the tracking error and the signal. Simulation results of traffic rules advanced verify the robustness and effectiveness of the proposed control strategy.