Fuzzy collision avoidance system for ships

被引:0
|
作者
V. M. Grinyak
A. S. Devyatisil’nyi
机构
[1] Vladivostok State University of Economics and Service,Institute of Automation and Control Processes, Far East Branch
[2] Russian Academy of Sciences,undefined
[3] Far Eastern Federal University,undefined
关键词
Membership Function; System Science International; Auto Matic Identification System; Danger Level; Ship Traffic;
D O I
暂无
中图分类号
学科分类号
摘要
The paper discusses the problem of maritime traffic control. A model of the relative motion of two vessels is considered. An algorithm for the generation of alarms of various types in accordance with the verbal ship–ship danger level is considered. Navigation situations are separated into levels based on the ship’s maneuvering intensity and time to collision. A fuzzy decision-making system about the motion’s danger level that combines Mamdani and Sugeno fuzzy inference systems is proposed. The results of the numerical experiment that demonstrates the system’s operation under standard conditions and the results of the system’s field tests based on real ship traffic data in the waters adjacent to the port of Vladivostok are given.
引用
收藏
页码:249 / 259
页数:10
相关论文
共 50 条
  • [31] Pedestrian-vehicle collision avoidance support system with fuzzy reasoning
    Wada, Tomotaka
    Date, Moeka
    IEICE COMMUNICATIONS EXPRESS, 2021, 10 (07): : 380 - 385
  • [32] Fuzzy Logic based Collision Avoidance System for Autonomous Navigation Vehicle
    Elsayed, Hossam
    Abdullah, Bassem A.
    Aly, Gamal
    PROCEEDINGS OF 2018 13TH INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND SYSTEMS (ICCES), 2018, : 469 - 474
  • [33] A COLLISION AVOIDANCE SYSTEM
    DEGRE, T
    LEFEVRE, X
    JOURNAL OF NAVIGATION, 1981, 34 (02): : 294 - 302
  • [34] An intelligent collision avoidance system for AUVs using fuzzy relational products
    Lee, YI
    Kim, YG
    Kohout, LJ
    INFORMATION SCIENCES, 2004, 158 : 209 - 232
  • [35] A fuzzy aid rear-end collision warning/avoidance system
    Milanes, Vicente
    Perez, Joshue
    Godoy, Jorge
    Onieva, Enrique
    EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (10) : 9097 - 9107
  • [36] Fuzzy Logic Controller Design for the Ground Collision Avoidance System (GCAS)
    Mazur, Kamil
    Grzesik, Norbert
    Kuzma, Konrad
    ADVANCES IN FUZZY LOGIC AND TECHNOLOGY 2017, VOL 2, 2018, 642 : 505 - 516
  • [37] Automatic trajectory planning and collision avoidance of ships in confined waterways
    Xue, Y. Z.
    Han, D. F.
    Tong, S. Y.
    SUSTAINABLE MARITIME TRANSPORTATION AND EXPLOITATION OF SEA RESOURCES, VOL 1, 2012, : 167 - 172
  • [38] Dynamic Tabu Search for Collision Avoidance in Autonomous Maritime Ships
    Alptekin, Burak
    Kahraman, Nihan
    IEEE ACCESS, 2024, 12 : 89763 - 89775
  • [39] Collision Avoidance of Unmanned Ships based on Artificial Potential Field
    Chen, Yuqing
    Li, Tongxun
    2017 CHINESE AUTOMATION CONGRESS (CAC), 2017, : 4437 - 4440
  • [40] Collaborative collision avoidance for Maritime Autonomous Surface Ships: A review
    Akdag, Melih
    Solnor, Petter
    Johansen, Tor Arne
    OCEAN ENGINEERING, 2022, 250