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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...

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Detalles Bibliográficos
Autores principales: Acevedo, José Joaquín, Maza, Ivan, Ollero, Anibal, Arrue, Begoña C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
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.
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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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