Cargando…
Optimal path planning of Unmanned Aerial Vehicles (UAVs) for targets touring: Geometric and arc parameterization approaches
The path planning problem for unmanned aerial vehicles (UAVs) is important for scheduling the UAV missions. This paper presents an optimal path planning model for UAV to control its direction during target touring, where UAV and target are at the same altitude. Geometric interpretation of the given...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9565756/ https://www.ncbi.nlm.nih.gov/pubmed/36240139 http://dx.doi.org/10.1371/journal.pone.0276105 |
_version_ | 1784808968577613824 |
---|---|
author | Forkan, Mohammad Rizvi, Mohammed Mustafa Chowdhury, Mohammad Abul Mansur |
author_facet | Forkan, Mohammad Rizvi, Mohammed Mustafa Chowdhury, Mohammad Abul Mansur |
author_sort | Forkan, Mohammad |
collection | PubMed |
description | The path planning problem for unmanned aerial vehicles (UAVs) is important for scheduling the UAV missions. This paper presents an optimal path planning model for UAV to control its direction during target touring, where UAV and target are at the same altitude. Geometric interpretation of the given model is provided when the vehicles consider connecting an initial position to the destination position with specific target touring. We develop a nonlinear constrained model based on an arc parameterization approach to determine the UAV’s optimal path touring a target. The model is then extended to touring finite numbers of targets and optimizing the routes. The model is found reliable through several simulations. Numerical experiments are conducted and we have shown that the UAV’s generated path satisfies vehicle dynamics constraints, tours the targets, and arrives at its destination. |
format | Online Article Text |
id | pubmed-9565756 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-95657562022-10-15 Optimal path planning of Unmanned Aerial Vehicles (UAVs) for targets touring: Geometric and arc parameterization approaches Forkan, Mohammad Rizvi, Mohammed Mustafa Chowdhury, Mohammad Abul Mansur PLoS One Research Article The path planning problem for unmanned aerial vehicles (UAVs) is important for scheduling the UAV missions. This paper presents an optimal path planning model for UAV to control its direction during target touring, where UAV and target are at the same altitude. Geometric interpretation of the given model is provided when the vehicles consider connecting an initial position to the destination position with specific target touring. We develop a nonlinear constrained model based on an arc parameterization approach to determine the UAV’s optimal path touring a target. The model is then extended to touring finite numbers of targets and optimizing the routes. The model is found reliable through several simulations. Numerical experiments are conducted and we have shown that the UAV’s generated path satisfies vehicle dynamics constraints, tours the targets, and arrives at its destination. Public Library of Science 2022-10-14 /pmc/articles/PMC9565756/ /pubmed/36240139 http://dx.doi.org/10.1371/journal.pone.0276105 Text en © 2022 Forkan et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Forkan, Mohammad Rizvi, Mohammed Mustafa Chowdhury, Mohammad Abul Mansur Optimal path planning of Unmanned Aerial Vehicles (UAVs) for targets touring: Geometric and arc parameterization approaches |
title | Optimal path planning of Unmanned Aerial Vehicles (UAVs) for targets touring: Geometric and arc parameterization approaches |
title_full | Optimal path planning of Unmanned Aerial Vehicles (UAVs) for targets touring: Geometric and arc parameterization approaches |
title_fullStr | Optimal path planning of Unmanned Aerial Vehicles (UAVs) for targets touring: Geometric and arc parameterization approaches |
title_full_unstemmed | Optimal path planning of Unmanned Aerial Vehicles (UAVs) for targets touring: Geometric and arc parameterization approaches |
title_short | Optimal path planning of Unmanned Aerial Vehicles (UAVs) for targets touring: Geometric and arc parameterization approaches |
title_sort | optimal path planning of unmanned aerial vehicles (uavs) for targets touring: geometric and arc parameterization approaches |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9565756/ https://www.ncbi.nlm.nih.gov/pubmed/36240139 http://dx.doi.org/10.1371/journal.pone.0276105 |
work_keys_str_mv | AT forkanmohammad optimalpathplanningofunmannedaerialvehiclesuavsfortargetstouringgeometricandarcparameterizationapproaches AT rizvimohammedmustafa optimalpathplanningofunmannedaerialvehiclesuavsfortargetstouringgeometricandarcparameterizationapproaches AT chowdhurymohammadabulmansur optimalpathplanningofunmannedaerialvehiclesuavsfortargetstouringgeometricandarcparameterizationapproaches |