Cellular automata model for traffic flow at intersections in internet of vehicles

被引:36
|
作者
Zhao, Han-Tao [1 ]
Liu, Xin-Ru [2 ]
Chen, Xiao-Xu [3 ]
Lu, Jian-Cheng [4 ]
机构
[1] Harbin Inst Technol, Sch Automot Engn, Weihai 264209, Shandong, Peoples R China
[2] Harbin Inst Technol, Sch Transportat Sci & Engn, Harbin 150090, Heilongjiang, Peoples R China
[3] Tongji Univ, Key Lab Rd & Traff Engn, Minist Educ, Shanghai 201804, Peoples R China
[4] Beijing Jiaotong Univ, Sch Elect & Informat Engn, Beijing 100044, Shandong, Peoples R China
关键词
Traffic flow; Cellular automaton; IoV; Intersection; CONNECTED VEHICLES; TECHNOLOGY;
D O I
10.1016/j.physa.2017.11.152
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Considering the effect of the front vehicle's speed, the influence of the brake light and the conflict of the traffic flow, we established a cellular automata model called CE-NS for traffic flow at the intersection in the non-vehicle networking environment. According to the information interaction of Internet of Vehicles (boy), introducing parameters describing the congestion and the accurate speed of the front vehicle into the CE-NS model, we improved the rules of acceleration, deceleration and conflict, and finally established a cellular automata model for traffic flow at intersections of IoV. The relationship between traffic parameters such as vehicle speed, flow and average travel time is obtained by numerical simulation of two models. Based on this, we compared the traffic situation of the non-vehicle networking environment with conditions of IoV environment, and analyzed the influence of the different degree of IoV on the traffic flow. The results show that the traffic speed is increased, the travel time is reduced, the flux of intersections is increased and the traffic flow is more smoothly under IoV environment. After the vehicle which achieves boy reaches a certain proportion, the operation effect of the traffic flow begins to improve obviously. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:40 / 51
页数:12
相关论文
共 50 条
  • [41] A cellular automata model for highway traffic
    Campari, EG
    Levi, G
    [J]. EUROPEAN PHYSICAL JOURNAL B, 2000, 17 (01): : 159 - 166
  • [42] Cellular Automata Model for Heterogeneous Traffic
    Mallikarjuna, Ch.
    Rao, K. Ramachandra
    [J]. JOURNAL OF ADVANCED TRANSPORTATION, 2009, 43 (03) : 321 - 345
  • [43] A cellular automata model for highway traffic
    E.G. Campari
    G. Levi
    [J]. The European Physical Journal B - Condensed Matter and Complex Systems, 2000, 17 : 159 - 166
  • [44] A multi-cell Cellular Automata model of traffic flow with emergency vehicles: Effect of a corridor of life and drivers' behaviour
    Malecki, Krzysztof
    Kaminski, Marek
    Was, Jaroslaw
    [J]. JOURNAL OF COMPUTATIONAL SCIENCE, 2022, 61
  • [45] Cellular automata models for synchronized traffic flow
    Jiang, R
    Wu, QS
    [J]. JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 2003, 36 (02): : 381 - 390
  • [46] In traffic flow, cellular automata = kinematic waves
    Daganzo, CF
    [J]. TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2006, 40 (05) : 396 - 403
  • [47] Metastable states in cellular automata for traffic flow
    R. Barlovic
    L. Santen
    A. Schadschneider
    M. Schreckenberg
    [J]. The European Physical Journal B - Condensed Matter and Complex Systems, 1998, 5 : 793 - 800
  • [48] Metastable states in cellular automata for traffic flow
    Barlovic, R
    Santen, L
    Schadschneider, A
    Schreckenberg, M
    [J]. EUROPEAN PHYSICAL JOURNAL B, 1998, 5 (03): : 793 - 800
  • [49] Cellular Automata-Based Modeling and Simulation of a Mixed Traffic Flow of Manual and Automated Vehicles
    Yang, Da
    Qiu, Xiaoping
    Ma, Lina
    Wu, Danhong
    Zhu, Liling
    Liang, Hongbin
    [J]. TRANSPORTATION RESEARCH RECORD, 2017, (2622) : 105 - 116
  • [50] Feature Analysis on Mixed Traffic Flow of Manually Driven and Autonomous Vehicles Based on Cellular Automata
    Hu, Xinghua
    Huang, Mengyu
    Guo, Jianpu
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 2020