In this paper, an efficient model predictive control (MPC) of velocity tracking automated vehicles is proposed, in which a reference signal given priori. Five degree-of-freedom vehicle dynamics with nonlinear tires chosen as the prediction model, coupling characteristics longitudinal and lateral are taken into account. order to balance computational burden accuracy, Koopman operator theory adop...