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An Efficient Distributed Area Division Method for Cooperative Monitoring Applications with Multiple UAVs
This article addresses the area division problem in a distributed manner providing a solution for cooperative monitoring missions with multiple UAVs. Starting from a sub-optimal area division, a distributed online algorithm is presented to accelerate the convergence of the system to the optimal solu...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7349070/ https://www.ncbi.nlm.nih.gov/pubmed/32570861 http://dx.doi.org/10.3390/s20123448 |
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author | Acevedo, José Joaquín Maza, Ivan Ollero, Anibal Arrue, Begoña C. |
author_facet | Acevedo, José Joaquín Maza, Ivan Ollero, Anibal Arrue, Begoña C. |
author_sort | Acevedo, José Joaquín |
collection | PubMed |
description | This article addresses the area division problem in a distributed manner providing a solution for cooperative monitoring missions with multiple UAVs. Starting from a sub-optimal area division, a distributed online algorithm is presented to accelerate the convergence of the system to the optimal solution, following a frequency-based approach. Based on the “coordination variables” concept and on a strict neighborhood relation to share information (left, right, above and below neighbors), this technique defines a distributed division protocol to determine coherently the size and shape of the sub-area assigned to each UAV. Theoretically, the convergence time of the proposed solution depends linearly on the number of UAVs. Validation results, comparing the proposed approach with other distributed techniques, are provided to evaluate and analyze its performance following a convergence time criterion. |
format | Online Article Text |
id | pubmed-7349070 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-73490702020-07-22 An Efficient Distributed Area Division Method for Cooperative Monitoring Applications with Multiple UAVs Acevedo, José Joaquín Maza, Ivan Ollero, Anibal Arrue, Begoña C. Sensors (Basel) Article This article addresses the area division problem in a distributed manner providing a solution for cooperative monitoring missions with multiple UAVs. Starting from a sub-optimal area division, a distributed online algorithm is presented to accelerate the convergence of the system to the optimal solution, following a frequency-based approach. Based on the “coordination variables” concept and on a strict neighborhood relation to share information (left, right, above and below neighbors), this technique defines a distributed division protocol to determine coherently the size and shape of the sub-area assigned to each UAV. Theoretically, the convergence time of the proposed solution depends linearly on the number of UAVs. Validation results, comparing the proposed approach with other distributed techniques, are provided to evaluate and analyze its performance following a convergence time criterion. MDPI 2020-06-18 /pmc/articles/PMC7349070/ /pubmed/32570861 http://dx.doi.org/10.3390/s20123448 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Acevedo, José Joaquín Maza, Ivan Ollero, Anibal Arrue, Begoña C. An Efficient Distributed Area Division Method for Cooperative Monitoring Applications with Multiple UAVs |
title | An Efficient Distributed Area Division Method for Cooperative Monitoring Applications with Multiple UAVs |
title_full | An Efficient Distributed Area Division Method for Cooperative Monitoring Applications with Multiple UAVs |
title_fullStr | An Efficient Distributed Area Division Method for Cooperative Monitoring Applications with Multiple UAVs |
title_full_unstemmed | An Efficient Distributed Area Division Method for Cooperative Monitoring Applications with Multiple UAVs |
title_short | An Efficient Distributed Area Division Method for Cooperative Monitoring Applications with Multiple UAVs |
title_sort | efficient distributed area division method for cooperative monitoring applications with multiple uavs |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7349070/ https://www.ncbi.nlm.nih.gov/pubmed/32570861 http://dx.doi.org/10.3390/s20123448 |
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