For achieving high collecting rate of benthic nodules,deep-sea mining robot is needed to precisely walk up planned path at an invariable speed during working. In this paper,an on-line self-learning and fuzzy-integral control algorithm is proposed,and is compared with conventional PID control algorithm.The simulation results indicate that the improved fuzzy control method is more effective than conventional PID control method in control.