Abstract: A discrete adaptive sliding mode controller based on online motion model identification is designed to cope with uncertainty of dynamic characteristics under variation of environment. Recursive least square algorithm is used to achieve the online identification of dynamic response model of the USV. The adaptive exponentially approaching course controller is designed based on the online identifier. The robustness and adaptiveness of the controller is demonstrated.