Chinese Journal of Ship Research, Volume. 20, Issue 1, 25(2025)

Research progress on test scenario of ship autonomous navigation

Lijia CHEN1...2,3, Kai WANG1, Liwen HUANG1,2, Shengwei LI1,2, Xinwei ZHOU1 and Yanzhi LIU1 |Show fewer author(s)
Author Affiliations
  • 1School of Navigation, Wuhan University of Technology, Wuhan 430063, China
  • 2Hubei Key Laboratory of Inland Shipping Technology, Wuhan University of Technology, Wuhan 430063, China
  • 3State Key Laboratory of Maritime Technology and Safety, Wuhan University of Technology, Wuhan 430063, China
  • show less

    Systematic testing, verification and reliability evaluation of autonomous navigation capability are important prerequisites for the industrial application of intelligent ships. To clarify the requirements of different test objects for autonomous navigation test scenarios, the test object, scenario definition, construction method and testing approach of autonomous navigation test scenarios are sorted out. Based on the characteristics in test object and scenario requirements, the scenario construction methods are divided into real data extraction, mechanism modeling and reconstruction, data-driven derivation, and optimization search methods. The performance and characteristics of different scenario construction methods are compared and described, and the problems of scenario construction methods are analyzed in combination with different testing requirements such as algorithm verification optimization, performance evaluation, and safety verification. Research results show that the scenario construction technology for practical applications should fully consider the complete description of the test scenario structure system, scenario combination explosion, and scenario system dynamics evolution. Future research should focus on the development trend of heterogeneous traffic scenarios, enrich the theoretical and methodological system for testing intelligent ships, and lay a theoretical and technical foundation for the industrial application of research results on intelligent ships.

    Keywords
    Tools

    Get Citation

    Copy Citation Text

    Lijia CHEN, Kai WANG, Liwen HUANG, Shengwei LI, Xinwei ZHOU, Yanzhi LIU. Research progress on test scenario of ship autonomous navigation[J]. Chinese Journal of Ship Research, 2025, 20(1): 25

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Frontier Review

    Received: Oct. 16, 2023

    Accepted: --

    Published Online: Mar. 13, 2025

    The Author Email:

    DOI:10.19693/j.issn.1673-3185.03597

    Topics