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Abstract
We propose a new geometric algorithm for path planning of maritime vehicles, which partially meets the Convention on the International Regulations (COLREGs) for preventing collisions at sea. To carry out risk assessment with obstacles, one of the decision variables used is the intersection of the Line-of-Sight (LOS) with the obstacle’s position. For dynamic obstacles, that position is based on the projection of the obstacle moving forward in time assuming a constant speed and heading. Following a positive risk of collision, a (starboard or portside) manoeuvre is applied. The algorithm is designed to adhere to COLREGs steering rules automatically, in particular, rules 13-16. Unlike using a binary decision variable for risk assessment, which is a common method of choice in the literature, the proposed approach utilises a fuzzy risk index to determine the level of collision risk, minimising the occurrence of false positives. The computational complexity of the proposed algorithm is relatively low making it appealing for real-time implementation. We report encouraging results via simulation analysis for a range of scenarios involving both static and dynamic obstacles.
Original language | English |
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Title of host publication | Proceedings of the 22th World Congress of the International Federation of Automatic Control, IFAC 2023 |
Publisher | Elsevier |
Pages | 5729-5734 |
Number of pages | 6 |
DOIs | |
Publication status | Published - 22 Nov 2023 |
Event | 22nd World Congress of the International Federation of Automatic Control 2023 - Yokohama, Japan Duration: 09 Jul 2023 → 14 Jul 2023 https://www.ifac2023.org/ |
Publication series
Name | IFAC-PapersOnLine |
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Number | 2 |
Volume | 56 |
ISSN (Print) | 2405-8971 |
ISSN (Electronic) | 2405-8963 |
Conference
Conference | 22nd World Congress of the International Federation of Automatic Control 2023 |
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Abbreviated title | IFAC 2023 |
Country/Territory | Japan |
City | Yokohama |
Period | 09/07/2023 → 14/07/2023 |
Internet address |
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Dive into the research topics of 'Geometric path planning for high speed marine craft'. Together they form a unique fingerprint.Projects
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R1476ECS: Decarbonisation of Maritime Transportation - a Return to Commercial Sailing - Linked to R1475MEE
Malyuskin, O. (PI) & Naeem, W. (CoI)
01/12/2020 → …
Project: Research