Based on the building of nonstationary road surface excitation model, a study on the semi-active suspension control under non stationary running condition is conducted using LQG optimal control, compared with the control results under the stationary running condition. The effects of weighted coefficients on the performance index are analysed. The research shows that the body acceleration tire dynamic load decrease and the response of suspension dynamic deflection has a obvious delay, compared with no control.