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
  • [1] An Improved Cellular Automata Model for Traffic Flow While Using the Internet of Vehicles
    Ma, Guosheng
    Chen, Xiaoxu
    Xin, Liuyan
    Zheng, Linhui
    [J]. CICTP 2021: ADVANCED TRANSPORTATION, ENHANCED CONNECTION, 2021, : 179 - 188
  • [2] Cellular automata model for Urban Road traffic flow Considering Internet of Vehicles and emergency vehicles
    Zhao, Han-Tao
    Zhao, Xin
    Lu, Jian-cheng
    Xin, Liu-yan
    [J]. JOURNAL OF COMPUTATIONAL SCIENCE, 2020, 47
  • [3] The effect of mixed vehicles on traffic flow in two lane cellular automata model
    Jia, B
    Jiang, R
    Gao, ZY
    Zhao, XM
    [J]. INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2005, 16 (10): : 1617 - 1627
  • [4] Heterogeneous traffic flow cellular automata model mixed with intelligent controlled vehicles
    Liu, Keyi
    Feng, Tianjun
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2023, 632
  • [5] A Cellular Automata Model for Heterogeneous Traffic Flow Incorporating Micro Autonomous Vehicles
    Tanveer, Muhammad
    Kashmiri, Faizan Ahmad
    Yan, Huimin
    Wang, Tianshi
    Lu, Huapu
    [J]. JOURNAL OF ADVANCED TRANSPORTATION, 2022, 2022
  • [6] Optimization driven cellular automata for traffic flow prediction at signalized intersections
    You, Shuang
    Zhou, Yaping
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 40 (01) : 1547 - 1566
  • [7] Cellular Automata Simulation for Traffic Flow with Advanced Control Vehicles
    Lo, Shih-Ching
    Hsu, Chia-Hung
    [J]. CSE 2008: PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND ENGINEERING, 2008, : 328 - 333
  • [8] Mixed Traffic Flow Model with Cellular Automata
    Yang, Shuo
    [J]. PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON SENSOR NETWORK AND COMPUTER ENGINEERING, 2016, 68 : 159 - 163
  • [9] Ticket-Based Traffic Flow Control at Intersections for Internet of Vehicles
    Li, Li
    Zhu, Jiafeng
    [J]. 2017 IEEE 2ND INTERNATIONAL CONGRESS ON INTERNET OF THINGS (IEEE ICIOT), 2017, : 66 - 73
  • [10] A cellular automata model for traffic flow based on kinetics theory, vehicles capabilities and driver reactions
    Guzman, H. A.
    Larraga, M. E.
    Alvarez-Icaza, L.
    Carvajal, J.
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2018, 491 : 528 - 548