Decentralized Traffic Management: A Synchronization-Based Intersection Control

被引:0
|
作者
Tlig, Mohamed [1 ,2 ]
Buffet, Olivier [1 ,2 ]
Simonin, Olivier [3 ]
机构
[1] Univ Lorraine, Nancy, France
[2] INRIA, Nancy, France
[3] INSA Lyon, CITI INRIA, Lyon, France
关键词
Multi-Agent Systems; Vehicle flow synchronization; Autonomous Vehicles; Traffic Simulations;
D O I
暂无
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
Controlling the vehicle traffic in large networks remains an important challenge in urban environments and transportation systems. Autonomous vehicles are today considered as a promising approach to deal with traffic control. In this paper, we propose a synchronization-based intersection control mechanism to allow the autonomous vehicle-agents to cross without stopping, i.e., in order to avoid congestions (delays) and energy loss. We decentralize the problem by managing the traffic of each intersection independently from others. We define control agents which are able to synchronize the multiple flows of vehicles in each intersection, by alternating vehicles from both directions. We present experimental results in simulation, which allow to evaluate the approach and to compare it with a traffic light strategy. These results show the important gain in terms of time and energy at an intersection and in a network.
引用
收藏
页码:109 / 114
页数:6
相关论文
共 50 条
  • [11] Synchronization-based model for turbulent thermoacoustic systems
    Yue Weng
    Vishnu R. Unni
    R. I. Sujith
    Abhishek Saha
    Nonlinear Dynamics, 2023, 111 : 12113 - 12126
  • [12] Decentralized hybrid intersection control
    Lei, J
    Ozguner, U
    PROCEEDINGS OF THE 40TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-5, 2001, : 1237 - 1242
  • [13] Study of intersection traffic control based on Agent
    Zhao, Guoyong
    Cui, Pingyuan
    Yang, Yuzhen
    Chen, Yangzhou
    Zhao, Xiaohua
    Chen, Dong
    WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 3958 - +
  • [14] Synchronization-based model for turbulent thermoacoustic systems
    Weng, Yue
    Unni, Vishnu R. R.
    Sujith, R. I.
    Saha, Abhishek
    NONLINEAR DYNAMICS, 2023, 111 (13) : 12113 - 12126
  • [15] Synchronization-based scalability of complex clustered networks
    Ma, Xiaojuan
    Huang, Liang
    Lai, Ying-Cheng
    Wang, Yan
    Zheng, Zhigang
    CHAOS, 2008, 18 (04)
  • [16] Synchronization-based clustering on evolving data stream
    Shao, Junming
    Tan, Yue
    Gao, Lianli
    Yang, Qinli
    Plant, Claudia
    Assent, Ira
    INFORMATION SCIENCES, 2019, 501 : 573 - 587
  • [17] Performance Analysis of Decentralized VS Centralized Control for the Traffic Signal Synchronization Problem
    Adacher, Ludovica
    Tiriolo, Marco
    JOURNAL OF ADVANCED TRANSPORTATION, 2020, 2020
  • [18] Process state synchronization-based application execution management for mobile edge/cloud computing
    Ahmed, Ejaz
    Naveed, Anjum
    Gani, Abdullah
    Ab Hamid, Siti Hafizah
    Imran, Muhammad
    Guizani, Mohsen
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 91 : 579 - 589
  • [19] Decentralized control of connected automated vehicle trajectories in mixed traffic at an isolated signalized intersection
    Yao, Handong
    Li, Xiaopeng
    TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2020, 121
  • [20] Decentralized spatial decomposition for traffic signal synchronization
    Adacher, Ludovica
    Gemma, Adriano
    Oliva, Gabriele
    17TH MEETING OF THE EURO WORKING GROUP ON TRANSPORTATION, EWGT2014, 2014, 3 : 992 - 1001