Skip to main content
Top

2024 | OriginalPaper | Chapter

11. Game Behavior Within the Intersection

Author : HongSheng Qi

Published in: Stochastic Two-Dimensional Microscopic Traffic Model

Publisher: Springer Nature Singapore

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

A road network comprises interconnected roads and intersections, where the evaluation of intersection capacity traditionally involves summing the capacities of individual lanes at each approach. However, during peak hours or at complex intersections, vehicles often become trapped within the intersection, leading to competition and a subsequent decrease in capacity. Existing microscopic traffic models, such as the gap acceptance model, fail to capture this phenomenon. In this chapter, we address this issue by introducing a game theoretical model that accounts for vehicle behavior within intersections. Specifically, we fit speed profiles of vehicles traversing the intersection and analyze the game behavior of vehicles at the intersection outlet. We derive the Nash equilibrium and simulate the system using a dedicated procedure. The obtained results serve to calibrate the outlet saturation flow rate, enhancing the accuracy of intersection capacity evaluation.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Arshi AN, Alhajyaseen WKM, Nakamura H, Zhang X (2018) A comparative study on the operational performance of four-leg intersections by control type. Transp Res Part A: Policy Pract 118:52–67 Arshi AN, Alhajyaseen WKM, Nakamura H, Zhang X (2018) A comparative study on the operational performance of four-leg intersections by control type. Transp Res Part A: Policy Pract 118:52–67
2.
go back to reference Yang CC, Wang JW, Dong JS (2020) Capacity model of exclusive right-turn lane at signalized intersection considering pedestrian-vehicle interaction. J Adv Transp 2020:19CrossRef Yang CC, Wang JW, Dong JS (2020) Capacity model of exclusive right-turn lane at signalized intersection considering pedestrian-vehicle interaction. J Adv Transp 2020:19CrossRef
3.
go back to reference Transportation Research Board (2010) Highway capacity manual Transportation Research Board (2010) Highway capacity manual
4.
go back to reference Li L, Chen XM (2017) Vehicle headway modeling and its inferences in macroscopic/microscopic traffic flow theory: A survey. Transp Res Part C: Emerg Technol 76:170–188CrossRef Li L, Chen XM (2017) Vehicle headway modeling and its inferences in macroscopic/microscopic traffic flow theory: A survey. Transp Res Part C: Emerg Technol 76:170–188CrossRef
5.
go back to reference Shao CQ, Liu XM (2012) Estimation of saturation flow rates at signalized intersections. Discret Dyn Nat Soc 2012:1–9CrossRef Shao CQ, Liu XM (2012) Estimation of saturation flow rates at signalized intersections. Discret Dyn Nat Soc 2012:1–9CrossRef
6.
go back to reference Jin X, Zhang Y, Wang F, Li L, Yao D, Su Y, Wei Z (2009) Departure headways at signalized intersections: a log-normal distribution model approach. Transp Res Part C: Emerg Technol 17(3):318–327CrossRef Jin X, Zhang Y, Wang F, Li L, Yao D, Su Y, Wei Z (2009) Departure headways at signalized intersections: a log-normal distribution model approach. Transp Res Part C: Emerg Technol 17(3):318–327CrossRef
7.
go back to reference Talebpour A, Mahmassani HS, Hamdar SH (2015) Modeling lane-changing behavior in a connected environment: A game theory approach. Transp Res Part C: Emerg Technol 59:216–232CrossRef Talebpour A, Mahmassani HS, Hamdar SH (2015) Modeling lane-changing behavior in a connected environment: A game theory approach. Transp Res Part C: Emerg Technol 59:216–232CrossRef
8.
go back to reference Hang P, Lv C, Xing Y, Huang C, Hu Z (2021) Human-like decision making for autonomous driving: a noncooperative game theoretic approach. IEEE Trans Intell Transp Syst 22(4):2076–2087CrossRef Hang P, Lv C, Xing Y, Huang C, Hu Z (2021) Human-like decision making for autonomous driving: a noncooperative game theoretic approach. IEEE Trans Intell Transp Syst 22(4):2076–2087CrossRef
9.
go back to reference Ji K, Orsag M, Han K (2021) Lane-merging strategy for a self-driving car in dense traffic using the stackelberg game approach. Electronics 10(8):894CrossRef Ji K, Orsag M, Han K (2021) Lane-merging strategy for a self-driving car in dense traffic using the stackelberg game approach. Electronics 10(8):894CrossRef
10.
go back to reference Sankar GS, Han K (2020) Adaptive robust game-theoretic decision making strategy for autonomous vehicles in highway. IEEE Trans Veh Technol 69(12):14484–14493CrossRef Sankar GS, Han K (2020) Adaptive robust game-theoretic decision making strategy for autonomous vehicles in highway. IEEE Trans Veh Technol 69(12):14484–14493CrossRef
11.
go back to reference Qu Z, Chen H, Li Z, Hu H, Wei W (2007) 2D view reconstruction method based on single calibration pattern. J Jilin Univ (Eng Technol Ed) 37(5):1159–1163 Qu Z, Chen H, Li Z, Hu H, Wei W (2007) 2D view reconstruction method based on single calibration pattern. J Jilin Univ (Eng Technol Ed) 37(5):1159–1163
12.
go back to reference Wan Q, Peng G, Li Z, Inomata FHT (2020) Spatiotemporal trajectory characteristic analysis for traffic state transition prediction near expressway merge bottleneck. Transp Res Part C: Emerg Technol 117:102682CrossRef Wan Q, Peng G, Li Z, Inomata FHT (2020) Spatiotemporal trajectory characteristic analysis for traffic state transition prediction near expressway merge bottleneck. Transp Res Part C: Emerg Technol 117:102682CrossRef
13.
go back to reference Adams WF (1936) Road traffic considered as a random series. J Inst Civ Eng 4(1):121–130CrossRef Adams WF (1936) Road traffic considered as a random series. J Inst Civ Eng 4(1):121–130CrossRef
14.
go back to reference Gerlough DL, Schuhl A (1955) Use of poisson distribution in highway traffic. Eno foundation for highway traffic control saugatuck, conn. Gerlough DL, Schuhl A (1955) Use of poisson distribution in highway traffic. Eno foundation for highway traffic control saugatuck, conn.
15.
go back to reference Buckley DJ (1968) A semi-poisson model of traffic flow. Transp Sci 2(2):107–133CrossRef Buckley DJ (1968) A semi-poisson model of traffic flow. Transp Sci 2(2):107–133CrossRef
16.
go back to reference Akcelik R, Besley M (2002) Queue discharge flow and speed models for signalised intersections. Transportation and Traffic Theory in the 21st Century, 2002: 99–118 Akcelik R, Besley M (2002) Queue discharge flow and speed models for signalised intersections. Transportation and Traffic Theory in the 21st Century, 2002: 99–118
17.
go back to reference Na X, Cole DJ, Li G (2021) Two nash-equilibrium-based steering control models for representing a driver’s interaction with vehicle automated steering. Veh Syst Dyn 2021:1–35 Na X, Cole DJ, Li G (2021) Two nash-equilibrium-based steering control models for representing a driver’s interaction with vehicle automated steering. Veh Syst Dyn 2021:1–35
18.
go back to reference Smirnov N, Liu Y, Validi A, Morales-Alvarez W, Olaverri-Monreal C (2021) A game theory-based approach for modeling autonomous vehicle behavior in congested. Urban Lane-Chang Scenarios Sens 21(4):1523 Smirnov N, Liu Y, Validi A, Morales-Alvarez W, Olaverri-Monreal C (2021) A game theory-based approach for modeling autonomous vehicle behavior in congested. Urban Lane-Chang Scenarios Sens 21(4):1523
19.
go back to reference Dey KC, Yan L, Wang X, Wang Y, Shen H, Chowdhury M, Yu L, Qiu C, Soundararaj V (2016) A review of communication, driver characteristics, and controls aspects of cooperative adaptive cruise control (CACC). IEEE Trans Intell Transp Syst 17(2):491–509CrossRef Dey KC, Yan L, Wang X, Wang Y, Shen H, Chowdhury M, Yu L, Qiu C, Soundararaj V (2016) A review of communication, driver characteristics, and controls aspects of cooperative adaptive cruise control (CACC). IEEE Trans Intell Transp Syst 17(2):491–509CrossRef
20.
go back to reference Wu YP, Zhao XH, Yao Y, Ma JM, Rong J (2017) Optimization method to improve ecodriving acceptance and effectiveness based on driver type classification. Transp Res Rec 2665:21–29CrossRef Wu YP, Zhao XH, Yao Y, Ma JM, Rong J (2017) Optimization method to improve ecodriving acceptance and effectiveness based on driver type classification. Transp Res Rec 2665:21–29CrossRef
21.
go back to reference Zheng Y, Chase RT, Elefteriadou L, Sisiopiku V, Schroeder B (2017) Driver types and their behaviors within a high level of pedestrian activity environment. Transp Lett 9(1):1–11CrossRef Zheng Y, Chase RT, Elefteriadou L, Sisiopiku V, Schroeder B (2017) Driver types and their behaviors within a high level of pedestrian activity environment. Transp Lett 9(1):1–11CrossRef
22.
go back to reference Harsanyi JC (1967) Games with incomplete information played by “bayesian” players, I-III Part I. Basic Model Manag Sci 14(3):159–182 Harsanyi JC (1967) Games with incomplete information played by “bayesian” players, I-III Part I. Basic Model Manag Sci 14(3):159–182
Metadata
Title
Game Behavior Within the Intersection
Author
HongSheng Qi
Copyright Year
2024
Publisher
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-97-3597-6_11

Premium Partner