Abstract:A path tracking control strategy integrating lateral and longitudinal control under steering conditions is proposed for a four-wheel hybrid vehicle. Based on vehicle dynamics and motion model, a driver preview steering model based on trajectory tracking error is designed. The desired speed is determined by using fuzzy controller, and the distribution of torque is optimized. The model predictive controller of vehicle speed and trajectory tracking is designed, and a driving simulator integrating CarSim and MATLAB/Simulink co-simulation platform is built to simulate the control strategy. The results show that the tracking effect of vehicle path and speed during steering is good, which meets the requirement of path tracking in steering condition.