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
  • [41] A Coordination System between Decision Making and Controlling for Autonomous Collision Avoidance of Large Intelligent Ships
    Zhou, Zhengyu
    Zhang, Yingjun
    Wang, Shaobo
    JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2021, 9 (11)
  • [42] COLLISION AVOIDANCE PATH PLANNING FOR SHIPS BY PARTICLE SWARM OPTIMIZATION
    Kang, Yu-Tao
    Chen, Wei-Jiong
    Zhu, Da-Qi
    Wang, Jin-Hui
    Xie, Qi-Miao
    JOURNAL OF MARINE SCIENCE AND TECHNOLOGY-TAIWAN, 2018, 26 (06): : 777 - 786
  • [43] An Improved VO Method for Collision Avoidance of Ships in Open Sea
    Zheng, Mao
    Zhang, Kehao
    Han, Bing
    Lin, Bowen
    Zhou, Haiming
    Ding, Shigan
    Zou, Tianyue
    Yang, Yougui
    JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2024, 12 (03)
  • [44] A collision avoidance algorithm with intention prediction for inland waterways ships
    Tran, Hoang Anh
    Johansen, Tor Arne
    Negenborn, Rudy R.
    IFAC PAPERSONLINE, 2023, 56 (02): : 4337 - 4343
  • [45] Design of Collision Avoidance System for a Chicken Robot Based on Fuzzy Relation Equations
    Gribovskiy, Alexey
    Mondada, Francesco
    2009 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, 2009, : 1851 - 1856
  • [46] A collision avoidance system for autonomous ship using fuzzy relational products and COLREGs
    Lee, YI
    Kim, YG
    INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING IDEAL 2004, PROCEEDINGS, 2004, 3177 : 247 - 252
  • [47] The design of fuzzy collision-avoidance expert system implemented by H∞-autopilot
    Hwang, Cheng-Neng
    Yang, Joe-Ming
    Chiang, Chung-Yen
    Journal of Marine Science and Technology, 2001, 9 (01): : 25 - 37
  • [48] PROBABILITY OF COLLISION IN A MODEL COLLISION AVOIDANCE SYSTEM
    HARA, K
    JOURNAL OF NAVIGATION, 1974, 27 (04): : 496 - 509
  • [49] Intelligent collision avoidance by fuzzy logic control
    Lin, CH
    Wang, LL
    ROBOTICS AND AUTONOMOUS SYSTEMS, 1997, 20 (01) : 61 - 83
  • [50] Aircraft collision avoidance system
    Belkin, V. V.
    Yanovsky, F. J.
    2007 IEEE AEROSPACE CONFERENCE, VOLS 1-9, 2007, : 3126 - +