Chapter
Jun 4, 2021

Vehicular License Plate Detection Data Fusion and Algorithms for Dynamic Traffic Signal Control

Publication: International Conference on Transportation and Development 2021

ABSTRACT

The license plate recognition (LPR) data have become widely available at urban intersections in China. The LPR data is featured with measured headways with time stamps at all approaches of the intersections such that traffic flow rate and operational conditions can be further estimated in replacement of traditional loop data for actuated traffic signal control. This paper presents a study of developing innovative algorithms to dynamically determine the signal control parameters against varying traffic conditions measured by the LPR data sets. The performance of the proposed control algorithm was evaluated via simulation by comparing the LPR-based actuated signal control scheme and the existing pre-timed control, with the use of the data obtained at intersections in City of Jinan, Shandong Province, China. The results indicate an obvious improvement of the traffic control performance and initially prove the developed algorithms adaptive to the LPR-based actuated traffic signal control schemes.

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REFERENCES

Husch, D., and J. Albeck. Trafficware SYNCHRO 6 User Guide. Albany, CA: Trafficware, 2004.
Hale, D. Traffic Network Study Tool—TRANSYT-7F, United States Ver., McTrans Center University. Florida, Gainesville, FL, 2005.
Wei, H., G. J. Zheng, H. X. Yao, and Z. H. Li. IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control. In KDD ’18: The 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, London, United Kingdom. 2018. https://doi.org/10.1145/3219819.3220096.
Zhang, G. H., and Y. H. Wang. Optimizing Minimum and Maximum Green Time Settings for Traffic Actuated Control at Isolated Intersections. IEEE Transactions on Intelligent Transportation Systems, 2011. 12(1):164-173.
Zheng, X., W. Recher, and L. Y. Chu. Optimization of Control Parameters for Adaptive Traffic-Actuated Signal Control. Journal of Intelligent Transportation Systems, 2010. 14(2):95–108.
Highway Capacity Manual. TRB, Transportation Research Board of the National Academies, Washington, DC. 2010.
Orcutt, F. L. The Traffic Signal Book. Prentice-Hall, Englewood Cliffs, NJ. 1993.
Lin, F. B. Optimal Timing Settings and Detector Lengths of Presence Mode Full-Actuated Control. Transportation Research Record: Journal of the Transportation Research Board, 1985. 1010: 37-45.
Shirvani Shiri, M. J., and H. R. Maleki. Maximum Green Time Settings for Traffic-Actuated Signal Control at Isolated Intersections Using Fuzzy Logic. International Journal of Fuzzy Systems, 2017. 19(1): 247–256.
Wang, X. B., H. Ying, and H. Liu. Vehicle actuated signal performance under general traffic at an isolated intersection. Transportation Research Part C: Emerging Technologies, 2018. 95: 582-598.

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Go to International Conference on Transportation and Development 2021
International Conference on Transportation and Development 2021
Pages: 414 - 425

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Published online: Jun 4, 2021

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1ART-Engines Transportation Research Laboratory, Dept. of Civil and Architectural Engineering and Construction Management, Univ. of Cincinnati, Cincinnati, OH; Guest Professor, Beijing Jiaotong Univ.; Shandong Jiaotong Univ. Email: [email protected]
Chunting Nie [email protected]
2Beijing Engineering Research Center of Urban Transport Operation Guarantee, Beijing Univ. of Technology, Beijing, China. Email: [email protected]
Jianjun Shi [email protected]
3Beijing Engineering Research Center of Urban Transport Operation Guarantee, Beijing Univ. of Technology, Beijing, China. Email: [email protected]
Mengmeng Zhang [email protected]
4Dept. of Transportation and Logistics Engineering, Shandong Jiaotong Univ., Jinan, China. Email: [email protected]

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