Real-Time Traffic Signal Timing for Urban Road Multi-Intersection
ABSTRACT
this paper develops a real-time traffic signal timing model which is to be integrated into a single intersection for urban road, thereby solving the problem of traffic congestion. We analyze the current situation of the traffic flow with release matrix firstly, and then put forward the basic models to minimize total delay time of vehicles at the intersection. The optimal real-time signal timing model (non-fixed cycle and non-fixed split) is built with the Webster split optimal model. At last, the simulated results, which are compared with conventional model, manifest the promising properties of proposed model.
this paper develops a real-time traffic signal timing model which is to be integrated into a single intersection for urban road, thereby solving the problem of traffic congestion. We analyze the current situation of the traffic flow with release matrix firstly, and then put forward the basic models to minimize total delay time of vehicles at the intersection. The optimal real-time signal timing model (non-fixed cycle and non-fixed split) is built with the Webster split optimal model. At last, the simulated results, which are compared with conventional model, manifest the promising properties of proposed model.
KEYWORDS
Traffic Signal Control, Traffic Flows, Real-Time Signal Timing, Release Matrix, Split, Passion Distribution
Traffic Signal Control, Traffic Flows, Real-Time Signal Timing, Release Matrix, Split, Passion Distribution
Cite this paper
nullL. Dong and W. Chen, "Real-Time Traffic Signal Timing for Urban Road Multi-Intersection," Intelligent Information Management, Vol. 2 No. 8, 2010, pp. 483-486. doi: 10.4236/iim.2010.28058.
nullL. Dong and W. Chen, "Real-Time Traffic Signal Timing for Urban Road Multi-Intersection," Intelligent Information Management, Vol. 2 No. 8, 2010, pp. 483-486. doi: 10.4236/iim.2010.28058.
References
[1] G. F. Qu, S. Y. Chen, Q. B. Zhu and Y. Zhang, “Determine Traffic Signal Timing Plan with Particle Swarm Optimization,” Journal of Computational Information Systems, Vol. 4, No. 6, December 2008, pp. 2809-2816. [2] D. Mariagrazia, F. M. Pia and M. Carlo, “A Signal Timing Plan Formulation for Urban Traffic Control,” Control Engineering Practice, Vol.14, No. 11, November 2006, pp. 1297-1311. [3] E. D. Ferreira, E. Subrahmanian and D. Manstretten, “Intelligent Agent in Decentralized Traffic Control,” IEEE Intelligent Transportation System Conference Proceedings, August 2001, pp. 707-711. [4] K. Lu, J. M. Xu and Y. S. Li, “An Optimization Method for Single Intersection’s Signal Timing Based on SARSA (λ) Algorithm,” Control and Decision Conference, July 2008, pp. 5146-5150. [5] S. Alexander, B. R. Gallagher and K. P. Patel, “Determining Capacity Benefits of Real-Time Signal Control at an Intersection,” Transportation Research Record, Vol. 16, No. 1, November 2007, pp. 78-83. [6] Y. X. Huang and K. C. Shi, “Real-Time Control of Traffic Signal with Genetic Algorithms Optimizing in Urban Intersection,” Systems Engineering-Theory & Pratice, Vol. 21, No. 3, 2001, pp. 102-106. [7] B. Wolshon and W. C. Taylor, “Analysis of Intersection Delay under Real-Time Adaptive Signal Control,” Transportation Research Part C: Emerging Technologies, Vol. 7, No. 1, February 1999, pp. 53-72. [8] D. A. Roozemond and J. L. H. Rogier, “Agent Control Traffic Lights,” ESIT2000, Aachen, 2000. [9] M. Nazmi, N. Hanim and S. Takaba, “Simulation and Evaluation for Solving the Traffic Flows Problem at Four Intersection in Malaysia,” Proceedings for The 24th JSST Conference, Chester, July 2005. [10] M. Higashikubo, T. Hinenoya and K. Takeuchi, “Traffic Queue Length Measurement Using an Image Processing Sensor,” The 3rd ITSWorld Conference, Budapest, 1996. [11] R. L. Kelsey and K. R. Bisset, “A Simulation Environment for Fuzzy Control of Traffic Systems,” 12th IFAC- World Congress, Sydney, Austria, Vol. 5, 18-23 July 1993, pp. 553-556. [12] C. C. Lee, “Fuzzy Logic in Control System: Fuzzy Logic Controller - Part I & II,” IEEE Transactions on Systems, Man and Cybernetics, Vol. 20, No. 2, 1990, pp. 404-435. [13] J. Favilla, A. Machion and F. Gomide, “Fuzzy Traffic Control: Adaptive Strategy,” Proceedings of the 2nd IEEE International Conference on Fuzzy Systems, San Francisco, March 1993, pp. 1371-1376.
[1] G. F. Qu, S. Y. Chen, Q. B. Zhu and Y. Zhang, “Determine Traffic Signal Timing Plan with Particle Swarm Optimization,” Journal of Computational Information Systems, Vol. 4, No. 6, December 2008, pp. 2809-2816. [2] D. Mariagrazia, F. M. Pia and M. Carlo, “A Signal Timing Plan Formulation for Urban Traffic Control,” Control Engineering Practice, Vol.14, No. 11, November 2006, pp. 1297-1311. [3] E. D. Ferreira, E. Subrahmanian and D. Manstretten, “Intelligent Agent in Decentralized Traffic Control,” IEEE Intelligent Transportation System Conference Proceedings, August 2001, pp. 707-711. [4] K. Lu, J. M. Xu and Y. S. Li, “An Optimization Method for Single Intersection’s Signal Timing Based on SARSA (λ) Algorithm,” Control and Decision Conference, July 2008, pp. 5146-5150. [5] S. Alexander, B. R. Gallagher and K. P. Patel, “Determining Capacity Benefits of Real-Time Signal Control at an Intersection,” Transportation Research Record, Vol. 16, No. 1, November 2007, pp. 78-83. [6] Y. X. Huang and K. C. Shi, “Real-Time Control of Traffic Signal with Genetic Algorithms Optimizing in Urban Intersection,” Systems Engineering-Theory & Pratice, Vol. 21, No. 3, 2001, pp. 102-106. [7] B. Wolshon and W. C. Taylor, “Analysis of Intersection Delay under Real-Time Adaptive Signal Control,” Transportation Research Part C: Emerging Technologies, Vol. 7, No. 1, February 1999, pp. 53-72. [8] D. A. Roozemond and J. L. H. Rogier, “Agent Control Traffic Lights,” ESIT2000, Aachen, 2000. [9] M. Nazmi, N. Hanim and S. Takaba, “Simulation and Evaluation for Solving the Traffic Flows Problem at Four Intersection in Malaysia,” Proceedings for The 24th JSST Conference, Chester, July 2005. [10] M. Higashikubo, T. Hinenoya and K. Takeuchi, “Traffic Queue Length Measurement Using an Image Processing Sensor,” The 3rd ITSWorld Conference, Budapest, 1996. [11] R. L. Kelsey and K. R. Bisset, “A Simulation Environment for Fuzzy Control of Traffic Systems,” 12th IFAC- World Congress, Sydney, Austria, Vol. 5, 18-23 July 1993, pp. 553-556. [12] C. C. Lee, “Fuzzy Logic in Control System: Fuzzy Logic Controller - Part I & II,” IEEE Transactions on Systems, Man and Cybernetics, Vol. 20, No. 2, 1990, pp. 404-435. [13] J. Favilla, A. Machion and F. Gomide, “Fuzzy Traffic Control: Adaptive Strategy,” Proceedings of the 2nd IEEE International Conference on Fuzzy Systems, San Francisco, March 1993, pp. 1371-1376.