Cargando…

Map Space Modeling Method Reflecting Safety Margin in Coastal Water Based on Electronic Chart for Path Planning

Map space composition is the first step in ship route planning. In this study, a map modeling method for path planning is proposed. This method incorporates the safety margin based on the theory of geographic space existing in coastal waters, maneuvering space according to ship characteristics, and...

Descripción completa

Detalles Bibliográficos
Autores principales: Jang, Da-un, Kim, Joo-sung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9921685/
https://www.ncbi.nlm.nih.gov/pubmed/36772759
http://dx.doi.org/10.3390/s23031723
_version_ 1784887371078041600
author Jang, Da-un
Kim, Joo-sung
author_facet Jang, Da-un
Kim, Joo-sung
author_sort Jang, Da-un
collection PubMed
description Map space composition is the first step in ship route planning. In this study, a map modeling method for path planning is proposed. This method incorporates the safety margin based on the theory of geographic space existing in coastal waters, maneuvering space according to ship characteristics, and the psychological buffer space of a ship navigator. First, the obstacle area was segmented using the binary method—a segmentation method—based on the international standard electronic chart image. Next, the margin space was incorporated through the morphological algorithm for the obstacle area. Finally, to minimize the space lost during the route search, the boundary simplification of the obstacle area was performed through the concave hull method. The experimental results of the proposed method resulted in a map that minimized the area lost due to obstacles. In addition, it was found that the distance and path-finding time were reduced compared to the conventional convex hull method. The study shows that the map modeling method is feasible, and that it can be applied to path planning.
format Online
Article
Text
id pubmed-9921685
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-99216852023-02-12 Map Space Modeling Method Reflecting Safety Margin in Coastal Water Based on Electronic Chart for Path Planning Jang, Da-un Kim, Joo-sung Sensors (Basel) Article Map space composition is the first step in ship route planning. In this study, a map modeling method for path planning is proposed. This method incorporates the safety margin based on the theory of geographic space existing in coastal waters, maneuvering space according to ship characteristics, and the psychological buffer space of a ship navigator. First, the obstacle area was segmented using the binary method—a segmentation method—based on the international standard electronic chart image. Next, the margin space was incorporated through the morphological algorithm for the obstacle area. Finally, to minimize the space lost during the route search, the boundary simplification of the obstacle area was performed through the concave hull method. The experimental results of the proposed method resulted in a map that minimized the area lost due to obstacles. In addition, it was found that the distance and path-finding time were reduced compared to the conventional convex hull method. The study shows that the map modeling method is feasible, and that it can be applied to path planning. MDPI 2023-02-03 /pmc/articles/PMC9921685/ /pubmed/36772759 http://dx.doi.org/10.3390/s23031723 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Jang, Da-un
Kim, Joo-sung
Map Space Modeling Method Reflecting Safety Margin in Coastal Water Based on Electronic Chart for Path Planning
title Map Space Modeling Method Reflecting Safety Margin in Coastal Water Based on Electronic Chart for Path Planning
title_full Map Space Modeling Method Reflecting Safety Margin in Coastal Water Based on Electronic Chart for Path Planning
title_fullStr Map Space Modeling Method Reflecting Safety Margin in Coastal Water Based on Electronic Chart for Path Planning
title_full_unstemmed Map Space Modeling Method Reflecting Safety Margin in Coastal Water Based on Electronic Chart for Path Planning
title_short Map Space Modeling Method Reflecting Safety Margin in Coastal Water Based on Electronic Chart for Path Planning
title_sort map space modeling method reflecting safety margin in coastal water based on electronic chart for path planning
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9921685/
https://www.ncbi.nlm.nih.gov/pubmed/36772759
http://dx.doi.org/10.3390/s23031723
work_keys_str_mv AT jangdaun mapspacemodelingmethodreflectingsafetymarginincoastalwaterbasedonelectronicchartforpathplanning
AT kimjoosung mapspacemodelingmethodreflectingsafetymarginincoastalwaterbasedonelectronicchartforpathplanning