Abstract
This paper discusses a new application of adaptive dynamic programming (ADP). Meanwhile, traffic control as an important factor in social development is a valuable research topic. Considering with advancement of ADP and importance of traffic control, this paper present a new signal control in a single intersection. Simulation results show that the proposed signal control is valid.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Dipti, S., Min, C.C., Ruey, L.C.: Neural Networks for Real-Time Traffic Signal Control. IEEE Transactions on Intelligent Transportation Systems 7, 261–272 (2006)
Zu, Y.Y., Xi, Y.H., Hong, F.L., Chang, C.X.: Multi-phase Traffic Signal Control for Isolated Intersections Based on Genetic Fuzzy Logic. In: Proceedings of the 6th World Congress on Intelligent Control and Automation, Dalian, China, pp. 3391–3395 (2006)
Werbos, P.: Approximate Dynamic Programming for Real-time Control and Neural Modeling. In: White, D.A., Sofge, D.A. (eds.) Handbook of Intelligent Control, pp. 493–525. Van Nostrand Reinhold, New York (1992)
Padhi, R., Unnikrishnan, N., Balakrishnan, S.N.: Optimal Control Synthesis of a Class of Nonlinear Systems Using Single Network Adaptive Critics. In: Proceeding of the 2004 American Control Conference, Boston, Massachusetts, vol. 2, pp. 1592–1597 (2004)
Kovalenko, O., Liu, L., Javaherian, H.: Neural Network Modeling and Adaptive Critic Control of Automotive Fuel-Injection Systems. In: Proceedings of the 2004 IEEE International Symposium on Intelligent Control, Taipei, Taiwan, pp. 368–373 (2004)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2007 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Li, T., Zhao, D., Yi, J. (2007). Application of ADP to Intersection Signal Control. In: Liu, D., Fei, S., Hou, ZG., Zhang, H., Sun, C. (eds) Advances in Neural Networks – ISNN 2007. ISNN 2007. Lecture Notes in Computer Science, vol 4491. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-72383-7_44
Download citation
DOI: https://doi.org/10.1007/978-3-540-72383-7_44
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-72382-0
Online ISBN: 978-3-540-72383-7
eBook Packages: Computer ScienceComputer Science (R0)