Abstract
Traffic management at intersections is an important area that drawn attention of researchers across the world in recent decades. As a result of research, traffic at intersections is controlled and managed by deploying advanced traffic signal control system (TSCS). Researchers from different parts of the world have proposed various solutions to design TSCS by applying cutting-edge technologies to reduce the waiting delay. In-turn, waiting delay plays an important role in optimizing the traffic signal configuration. But, estimating the waiting delay for an individual vehicle is difficult as vehicle arrival time at intersection cannot be predicted accurately. Even then, researchers across the world have proposed various delay estimation models which are suitable for various traffic conditions like uniform traffic structure, unstructured traffic, oversaturated traffic, under-saturated traffic, etc. But, reliability among most of the models is lacking which is illustrated in this paper. Four different models considered for the study, namely Webster, highway capacity manual (HCM), modified Webster and modified HCM. Two intersections, namely Townhall Circle and Shivakumara Swamiji Circle and from Tumakuru, one of tier-2 cities in Karnataka, India is selected as study area. Comparative analysis of the delay models used in the study is carried out with reference to actual delays observed. In continuation, delay models are also assessed by computing various types of errors. Results revealed that the Webster and modified HCM delay estimation method performed better over other two models. However, all four delay models used in this study are able to produce approximately correct results with 90% accuracy.
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References
Savithramma RM, Sumathi R (2020) Road traffic signal control and management system : a survey. In: Proceedings of 3rd International Conference on Intelligent Sustainable Systems, ICISS 2020, pp 628–635. https://doi.org/10.1109/ICISS49785.2020.9315970
Webster (1958) Traffic signals Webster. Road Res Tech Pap 39:1–44. https://trid.trb.org/view.aspx?id=113579
Transportation Research Board (1965) Highway capacity manual. Published by Highway Research Board, Online available: http://onlinepubs.trb.org/Onlinepubs/sr/sr87.pdf
Saha A, Chandra S, Ghosh I (2017) Delay at signalized intersections under mixed traffic conditions. J Transp Eng Part A Syst 143(8):04017041. https://doi.org/10.1061/jtepbs.0000070
Fu L, Hellinga B (2000) Delay variability at signalized intersections. Transp Res Rec 2(1710):215–221. https://doi.org/10.3141/1710-25
Dion F, Rakha H, Kang YS (2004) Comparison of delay estimates at under-saturated and over-saturated pre-timed signalized intersections. Transp Res Part B Methodol 38(2):99–122. https://doi.org/10.1016/S0191-2615(03)00003-1
Darma Y, Karim M (2005) Control delay variability at signalized intersection based on HCM method. In: Proceedings of East, vol 5, pp 945–958. Available: http://www.easts.info/on-line/proceedings_05/945.pdf
Akgungor AP, Bullen AGR (2007) A new delay parameter for variable traffic flows at signalized. Turkish J Eng Environ Sci 31:61–70
Hoque S, Imran A (2007) Modification of Webster’s delay formula under non-lane based heterogeneous road traffic condition. J Civ Eng 35(2):81–92
Minh CC, Mai TT, Binh TH, Sano K (2010) The delay estimation under heterogeneous traffic conditions. J East Asia Soc Transp Stud 8:1583–1595
Preethi P, Varghese A, Ashalatha R (2014) Modelling delay at signalized intersections under heterogeneous traffic conditions. Transp Res Procedia 17:529–538. https://doi.org/10.1016/j.trpro.2016.11.107
Hellinga B, Abdy Z (2008) Signalized intersection analysis and design: implications of day-to-day variability in peak-hour volumes on delay. J Transp Eng 134(7):307–318. https://doi.org/10.1061/(ASCE)0733-947X(2008)134:7(307)
Ghavami A, Kar K, Ukkusuri S (2012) Delay analysis of signal control policies for an isolated intersection. In: IEEE Conference on Intelligent Transportation Systems, ITSC, pp. 397–402. https://doi.org/10.1109/ITSC.2012.6338714
Prasanna Kumar R, Dhinakaran G (2013) Estimation of delay at signalized intersections for mixed traffic conditions of a developing country. Int J Civ Eng 11(1):53–59
Chen P, Liu H, Qi HS, Wang FJ (2013) Analysis of delay variability at isolated signalized intersections. J Zhejiang Univ Sci A 14(10):691–704. https://doi.org/10.1631/jzus.A1300208
Feng S, Ci Y, Wu L, Zhang F (2014) Vehicle delay estimation for an isolated intersection under actuated signal control. Math Probl Eng 2014. https://doi.org/10.1155/2014/356707
Fawaz W, El Khoury J (2016) An exact modelling of the uniform control traffic delay in undersaturated signalized intersections. J Adv Transp 50(5):918–932. https://doi.org/10.1002/atr.1387
Saw K, Katti BK, Joshi G (2018) Vehicle movement mechanism and delay variability analysis at signalized vehicle movement mechanism and delay variability analysis at signalized intersection by probe vehicle data under mixed traffic condition: a case study. Eur Transp
Mohd Amin Shafii ES, Qin CS, Ling ECM (2020) Determination of delay at signalized intersection: a case study. Technology Reports of Kansai University 62(03):321–332
Cheng C, Du Y, Sun L, Ji Y (2016) Review on theoretical delay estimation model for signalized intersections. Transp Rev 36(4):479–499. https://doi.org/10.1080/01441647.2015.1091048
Ashwini BP, Sumathi R (2020) Data sources for urban traffic prediction: a review on classification, comparison and technologies. In: Proceedings of 3rd international conference on intelligent sustainable systems, ICISS 2020, pp 628–635. https://doi.org/10.1109/ICISS49785.2020.9316096
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The authors are thankful to Tumakuru Smart City Limited, Karnataka, for providing required data to carry out the proposed study.
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Savithramma, R.M., Sumathi, R. (2023). Comparative Analysis of Waiting Delay Estimation Models for Signalized Intersections: A Case Study Tumakuru City. In: Goyal, D., Kumar, A., Piuri, V., Paprzycki, M. (eds) Proceedings of the Third International Conference on Information Management and Machine Intelligence. Algorithms for Intelligent Systems. Springer, Singapore. https://doi.org/10.1007/978-981-19-2065-3_61
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