Study on Expressway Control Method Based on FNN

In this paper, the advanced fuzzy neural network is brought into the expressway ramp control by integrating the technology of fuzzy system and neutral network, which simplifies the control process and could make it a real-time control accurately. This approach considers both the traffic density and the entrance queue length together and aims at controlling both of them simultaneously. The study shows that fuzzy-neural network controllers in the expressway ramp control can help avoiding expressway congestion greatly, reducing uneven traffic density or make mainline traffic condition stable.