A COLREG-Compliant Ship Collision Avoidance Algorithm

被引:0
|
作者
Zaccone, Raphael [1 ]
Martelli, Michele [1 ]
Figari, Massimo [1 ]
机构
[1] Genoa Univ, Polytech Sch, Dept Elect Elect Telecommun Naval Architecture &, Genoa, Italy
关键词
Collision Avoidance; Ship Simulator; Path Planning; RRT*; COLREGs; Autonomous Ship; SIMULATION;
D O I
10.23919/ecc.2019.8796207
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The compliance with the navigation rules plays a primary role in the development of routing algorithms to be applied in autonomous navigation. For such a reason this paper presents the mathematical formulations necessary to implement the Collision Regulations (COLREGs) within a previously developed ship path planning algorithm. The proposed approach is designed to be part of a decision support system for the bridge operators, in order to enhance traditional navigation; or, looking forward, to be part of the autonomous ship guidance system. Unlike other approaches that can be found in the scientific literature, the proposed work relies on the algebra of vectors, in order to describe the different scenarios as provided for in the COLREGs. The formulations to handle: head-on, crossing and overtaking, are formalized, described in detail and discussed. Eventually, some test cases are presented to show the effectiveness of the implementation of the proposed modeling into a Rapidly-exploring Random Tree (RRT*) algorithm. A simplified ship simulator is embedded in the algorithm to generate feasible solutions, taking into account the ship's manoeuvring capability.
引用
收藏
页码:2530 / 2535
页数:6
相关论文
共 50 条
  • [1] COLREG-compliant ship collision avoidance in narrow channels using curvilinear coordinates
    Cho, Yonghoon
    Kim, Jonghwi
    Kim, Jinwhan
    [J]. IFAC PAPERSONLINE, 2021, 54 (16): : 24 - 29
  • [2] Efficient COLREG-Compliant Collision Avoidance in Multi-Ship Encounter Situations
    Cho, Yonghoon
    Han, Jungwook
    Kim, Jinwhan
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (03) : 1899 - 1911
  • [3] A COLREG-compliant ship collision alert system for stand-on vessels
    Du, Lei
    Banda, Osiris A. Valdez
    Goerlandt, Floris
    Huang, Yamin
    Kujala, Pentti
    [J]. OCEAN ENGINEERING, 2020, 218
  • [4] COLREG-Compliant Collision Avoidance for Unmanned Surface Vehicle Using Deep Reinforcement Learning
    Meyer, Eivind
    Heiberg, Amalie
    Rasheed, Adil
    San, Omer
    [J]. IEEE ACCESS, 2020, 8 : 165344 - 165364
  • [5] COLREG-Compliant Simulation Environment for Verifying USV Motion Planning Algorithms
    Bayrak, Mustafa
    Bayram, Haluk
    [J]. OCEANS 2023 - LIMERICK, 2023,
  • [6] COLREG-Compliant Optimal Path Planning for Real-Time Guidance and Control of Autonomous Ships
    Zaccone, Raphael
    [J]. JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2021, 9 (04)
  • [7] A collision avoidance algorithm for ship guidance applications
    Zaccone, Raphael
    Martelli, Michele
    [J]. JOURNAL OF MARINE ENGINEERING AND TECHNOLOGY, 2020, 19 (sup1): : 62 - 75
  • [8] Designing an autonomous collision avoidance controller respecting COLREG
    Burmeister, H. -C.
    Bruhn, W.
    [J]. MARITIME-PORT TECHNOLOGY AND DEVELOPMENT, 2015, : 83 - 88
  • [9] Safety and COLREG evaluation for marine collision avoidance algorithms
    Hagen, Inger B.
    Vassbotn, Olav
    Skogvold, Morten
    Johansen, Tor A.
    Brekke, Edmund F.
    [J]. OCEAN ENGINEERING, 2023, 288
  • [10] Collision avoidance of moving obstacles for ship with genetic algorithm
    Zeng, XM
    Ito, M
    Shimizu, E
    [J]. 6TH INTERNATIONAL WORKSHOP ON ADVANCED MOTION CONTROL, PROCEEDINGS, 2000, : 513 - 518