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Autonomous Mission of Multi-UAV for Optimal Area Coverage

This study proposes an entire hardware and software architecture from operator input to motor command for the autonomous area coverage mission using multiple unmanned aerial vehicles. Despite the rapid growth of commercial drone services, there are many limitations on operations, such as a low decis...

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Detalles Bibliográficos
Autores principales: Hong, Youkyung, Jung, Sunggoo, Kim, Suseong, Cha, Jihun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8038291/
https://www.ncbi.nlm.nih.gov/pubmed/33918491
http://dx.doi.org/10.3390/s21072482
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author Hong, Youkyung
Jung, Sunggoo
Kim, Suseong
Cha, Jihun
author_facet Hong, Youkyung
Jung, Sunggoo
Kim, Suseong
Cha, Jihun
author_sort Hong, Youkyung
collection PubMed
description This study proposes an entire hardware and software architecture from operator input to motor command for the autonomous area coverage mission using multiple unmanned aerial vehicles. Despite the rapid growth of commercial drone services, there are many limitations on operations, such as a low decision-making autonomy and the need for experienced operators to intervene in the whole process. For performing the area coverage mission more efficiently and autonomously, this study newly designs an optimization problem that allocates waypoints created to cover that area to unmanned aerial vehicles. With an optimized list of waypoints, unmanned aerial vehicles can fill the given areas with their footprints in a minimal amount of time and do not overlap each other during the mission. In addition, this study performs both various simulations for quantitative analysis and an outdoor experiment through real hardware implementation in order to verify the performance sufficiently. The methodologies developed in this study could be applied to endless applications using unmanned aerial vehicles equipped with mission-specific sensors.
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spelling pubmed-80382912021-04-12 Autonomous Mission of Multi-UAV for Optimal Area Coverage Hong, Youkyung Jung, Sunggoo Kim, Suseong Cha, Jihun Sensors (Basel) Article This study proposes an entire hardware and software architecture from operator input to motor command for the autonomous area coverage mission using multiple unmanned aerial vehicles. Despite the rapid growth of commercial drone services, there are many limitations on operations, such as a low decision-making autonomy and the need for experienced operators to intervene in the whole process. For performing the area coverage mission more efficiently and autonomously, this study newly designs an optimization problem that allocates waypoints created to cover that area to unmanned aerial vehicles. With an optimized list of waypoints, unmanned aerial vehicles can fill the given areas with their footprints in a minimal amount of time and do not overlap each other during the mission. In addition, this study performs both various simulations for quantitative analysis and an outdoor experiment through real hardware implementation in order to verify the performance sufficiently. The methodologies developed in this study could be applied to endless applications using unmanned aerial vehicles equipped with mission-specific sensors. MDPI 2021-04-02 /pmc/articles/PMC8038291/ /pubmed/33918491 http://dx.doi.org/10.3390/s21072482 Text en © 2021 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
Hong, Youkyung
Jung, Sunggoo
Kim, Suseong
Cha, Jihun
Autonomous Mission of Multi-UAV for Optimal Area Coverage
title Autonomous Mission of Multi-UAV for Optimal Area Coverage
title_full Autonomous Mission of Multi-UAV for Optimal Area Coverage
title_fullStr Autonomous Mission of Multi-UAV for Optimal Area Coverage
title_full_unstemmed Autonomous Mission of Multi-UAV for Optimal Area Coverage
title_short Autonomous Mission of Multi-UAV for Optimal Area Coverage
title_sort autonomous mission of multi-uav for optimal area coverage
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8038291/
https://www.ncbi.nlm.nih.gov/pubmed/33918491
http://dx.doi.org/10.3390/s21072482
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