Intent inference of ship maneuvering for automatic ship collision avoidance

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This study addresses the intent inference of ship maneuvering with the consideration of the international regulations on marine traffic for preventing collisions at sea and its application to automatic ship collision avoidance. By assuming that the surrounding ship may or may not always follow the rules, the proposed method provides a decision-making procedure for safe navigation by predicting the maneuvering intent of traffic ships. A probabilistic approach based on a graphical model consisting of the maneuvering intent and evolution of system states is formulated and presented. To demonstrate and verify the feasibility of the proposed approach as an application of automatic ship collision avoidance, ship traffic simulations were conducted and the obtained results are provided and discussed.
Publisher
Elsevier B.V.
Issue Date
2018
Language
English
Article Type
Article
Citation

IFAC-PapersOnLine, v.51, no.29, pp.384 - 388

ISSN
2405-8963
DOI
10.1016/j.ifacol.2018.09.457
URI
http://hdl.handle.net/10203/248332
Appears in Collection
ME-Journal Papers(저널논문)
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