In order to reduce the rear-end collision accident caused by car-following on freeways and to assure the vehicle driving efficiency, the car-following behavior is analyzed. Based on the knowledge of fuzzy control and neural networks, the control decision model of car-following based on normal fuzzy neural networks was constructed. Simulation results indicate that the system has-advanrages, such as fast reaction rate, high control precision, and meets the demand w...