A Multi-Agent System for Coordinating Vessel Traffic

被引:0
|
作者
Teng, Teck-Hou [1 ]
Lau, Hoong Chuin [2 ]
Kumar, Akshat [2 ]
机构
[1] UNiCEN, 71 Stamford Rd, Singapore 178895, Singapore
[2] Sch Informat Syst, 80 Stamford Rd, Singapore 178902, Singapore
基金
新加坡国家研究基金会;
关键词
DECISION-SUPPORT-SYSTEM;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Environmental, regulatory and resource constraints affects the safety and efficiency of vessels navigating in and out of the ports. Movement of vessels under such constraints must be coordinated for improving safety and efficiency. Thus, we frame the vessel coordination problem as a multi-agent path-finding (MAPF) problem. We solve this MAPF problem using a Coordinated Path-Finding (CPF) algorithm. Based on the local search paradigm, the CPF algorithm improves on the aggregated path quality of the vessels iteratively. Outputs of the CPF algorithm are the coordinated trajectories. The Vessel Coordination Module (VCM) described here is the module encapsulating our MAPF-based approach for co-ordinating vessel traffic. Our demonstration of VCM is conducted using two maritime scenarios of vessel traffic at two geographical regions of Singapore Waters.
引用
收藏
页码:1814 / 1816
页数:3
相关论文
共 50 条
  • [31] Urban traffic control using a fuzzy multi-agent system
    Jamshidnejad, Anahita
    De Schutter, Bart
    Mahjoob, Mohammad J.
    2015 EUROPEAN CONTROL CONFERENCE (ECC), 2015, : 3041 - 3046
  • [32] Research on traffic management system based on multi-agent technique
    Zhu, Yin
    Tang, Zhen-Min
    Qian, Da-Lin
    Zhongguo Gonglu Xuebao/China Journal of Highway and Transport, 2002, 15 (03):
  • [33] Dynamic modeling of a disturbance in a multi-agent system for traffic regulation
    Balbo, F
    Pinson, S
    DECISION SUPPORT SYSTEMS, 2005, 41 (01) : 131 - 146
  • [34] Video-based multi-agent traffic surveillance system
    Abreu, B
    Botelho, L
    Cavallaro, A
    Douxchamps, D
    Ebrahimi, T
    Figueiredo, P
    Macq, B
    Mory, B
    Nunes, L
    Orri, J
    Trigueiros, MJ
    Violante, A
    PROCEEDINGS OF THE IEEE INTELLIGENT VEHICLES SYMPOSIUM 2000, 2000, : 457 - 462
  • [35] Towards Urban Traffic Regulation Using a Multi-Agent System
    Bhouri, Neila
    Balbo, Flavien
    Pinson, Suzanne
    ADVANCES ON PRACTICAL APPLICATIONS OF AGENTS AND MULTI-AGENT SYSTEMS, 2011, 88 : 179 - +
  • [36] Automated collision resolution for vessel traffic management by using cooperative multi-agent negotiation
    Yang, Chun
    Hu, Qinyou
    Shi, Chaojian
    2007 7TH INTERNATIONAL CONFERENCE ON ITS TELECOMMUNICATIONS, PROCEEDINGS, 2007, : 486 - +
  • [37] Multi-Agent Reinforcement Learning for Coordinating Communication and Control
    Mason, Federico
    Chiariotti, Federico
    Zanella, Andrea
    Popovski, Petar
    IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, 2024, 10 (04) : 1566 - 1581
  • [38] Genetic algorithms for coordinating multi-agent robotic systems
    Lin, FC
    SMC '97 CONFERENCE PROCEEDINGS - 1997 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5: CONFERENCE THEME: COMPUTATIONAL CYBERNETICS AND SIMULATION, 1997, : 3431 - 3436
  • [39] Sarymsakov matrices and their application in coordinating multi-agent systems
    Xia, Weiguo
    Cao, Ming
    PROCEEDINGS OF THE 31ST CHINESE CONTROL CONFERENCE, 2012, : 6321 - 6326
  • [40] Coordinating multi-agent systems using social laws
    Agotnes, Thomas
    ELEVENTH SCANDINAVIAN CONFERENCE ON ARTIFICIAL INTELLIGENCE (SCAI 2011), 2011, 227 : 7 - 7