In many cases, system state can not be obtained directly, and when the state estimation is used as the initial
condition for model predictive control(MPC), it can not be guaranteed that the objective function is decreasing. Therefore, a state estimation based MPC is proposed and the system stability can be achieved by a linear feedback controller. Simulation results show the correctness of the conclusions.