Anticollision communication ontology technique implementation with MANET networking

Abstract This paper presents a method developed by the authors for semi-automatic communication between marine navigators through the use of ontologies as well as a novel approach to communication using mimo manet technology aiming at its automation. A model of the communication process is described...

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Main Authors: Mirosław Wielgosz, Paulina Hatłas-Sowińska, Maciej Gucma
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-98621-9
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author Mirosław Wielgosz
Paulina Hatłas-Sowińska
Maciej Gucma
author_facet Mirosław Wielgosz
Paulina Hatłas-Sowińska
Maciej Gucma
author_sort Mirosław Wielgosz
collection DOAJ
description Abstract This paper presents a method developed by the authors for semi-automatic communication between marine navigators through the use of ontologies as well as a novel approach to communication using mimo manet technology aiming at its automation. A model of the communication process is described, which includes concepts generated through an ontological path from sender to receiver, together with feedback. An interface in the form of an application used to display messages is presented. Due to the increasing trend of maritime accidents caused by human factors, real-life ship collision scenarios were analyzed for the application of the proposed solutions. So far, the research has been based on two vessels. What is new is communication with more than two ships, as well as the inclusion of shore stations such as the Vessel Traffic System or the pilots’ station in conversation. For the purposes of the study, selected ship collision scenarios were evaluated in an ECDIS simulator. The process of message exchange in the communication system was analyzed using the developed models and their unambiguous understanding was checked. A novel approach to developing the communication process is the inclusion of mimo manet technology, the wider application of which may bring tangible benefits, especially in the coming era of autonomous ships.
format Article
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institution OA Journals
issn 2045-2322
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publishDate 2025-04-01
publisher Nature Portfolio
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series Scientific Reports
spelling doaj-art-505c569cf4464a009bdd400fccf0b79b2025-08-20T02:20:05ZengNature PortfolioScientific Reports2045-23222025-04-0115112310.1038/s41598-025-98621-9Anticollision communication ontology technique implementation with MANET networkingMirosław Wielgosz0Paulina Hatłas-Sowińska1Maciej Gucma2Faculty of Navigation, Maritime University of SzczecinDepartment of Mathematics, The Institute of Mathematics, Physics and Chemistry, Maritime University of SzczecinFaculty of Navigation, Maritime University of SzczecinAbstract This paper presents a method developed by the authors for semi-automatic communication between marine navigators through the use of ontologies as well as a novel approach to communication using mimo manet technology aiming at its automation. A model of the communication process is described, which includes concepts generated through an ontological path from sender to receiver, together with feedback. An interface in the form of an application used to display messages is presented. Due to the increasing trend of maritime accidents caused by human factors, real-life ship collision scenarios were analyzed for the application of the proposed solutions. So far, the research has been based on two vessels. What is new is communication with more than two ships, as well as the inclusion of shore stations such as the Vessel Traffic System or the pilots’ station in conversation. For the purposes of the study, selected ship collision scenarios were evaluated in an ECDIS simulator. The process of message exchange in the communication system was analyzed using the developed models and their unambiguous understanding was checked. A novel approach to developing the communication process is the inclusion of mimo manet technology, the wider application of which may bring tangible benefits, especially in the coming era of autonomous ships.https://doi.org/10.1038/s41598-025-98621-9Ontology of navigationOntology of communicatione-communicationCollisionHuman errorMimo manet
spellingShingle Mirosław Wielgosz
Paulina Hatłas-Sowińska
Maciej Gucma
Anticollision communication ontology technique implementation with MANET networking
Scientific Reports
Ontology of navigation
Ontology of communication
e-communication
Collision
Human error
Mimo manet
title Anticollision communication ontology technique implementation with MANET networking
title_full Anticollision communication ontology technique implementation with MANET networking
title_fullStr Anticollision communication ontology technique implementation with MANET networking
title_full_unstemmed Anticollision communication ontology technique implementation with MANET networking
title_short Anticollision communication ontology technique implementation with MANET networking
title_sort anticollision communication ontology technique implementation with manet networking
topic Ontology of navigation
Ontology of communication
e-communication
Collision
Human error
Mimo manet
url https://doi.org/10.1038/s41598-025-98621-9
work_keys_str_mv AT mirosławwielgosz anticollisioncommunicationontologytechniqueimplementationwithmanetnetworking
AT paulinahatłassowinska anticollisioncommunicationontologytechniqueimplementationwithmanetnetworking
AT maciejgucma anticollisioncommunicationontologytechniqueimplementationwithmanetnetworking