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Optimal Relay Network for Aerial Remote Inspections
Unmanned aerial vehicles (UAVs), in particular multirotors, are becoming the de facto tool for aerial sensing and remote inspection. In large industrial facilities, a UAV can transmit an online video stream to inspect difficult-to-access structures, such as chimneys, deposits, and towers. However, t...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8963051/ https://www.ncbi.nlm.nih.gov/pubmed/35214291 http://dx.doi.org/10.3390/s22041391 |
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author | Pinto, Luis Ramos Almeida, Luis |
author_facet | Pinto, Luis Ramos Almeida, Luis |
author_sort | Pinto, Luis Ramos |
collection | PubMed |
description | Unmanned aerial vehicles (UAVs), in particular multirotors, are becoming the de facto tool for aerial sensing and remote inspection. In large industrial facilities, a UAV can transmit an online video stream to inspect difficult-to-access structures, such as chimneys, deposits, and towers. However, the communication range is limited, constraining the UAV operation range. This limitation can be overcome with relaying UAVs placed between the source UAV and the control station, creating a line of communication links. In this work, we assume the use of a digital data packet network technology, namely WiFi, and tackle the problem of defining the exact placement for the relaying UAVs that creates an end-to-end channel with maximal delivery of data packets. We consider asymmetric communication links and we show an increase as large as 15% in end-to-end packet delivery ratio when compared to an equidistant placement. We also discuss the deployment of such a network and propose a fully distributed method that converges to the global optimal relay positions taking, on average, [Formula: see text] times the time taken by a centralized method. |
format | Online Article Text |
id | pubmed-8963051 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-89630512022-03-30 Optimal Relay Network for Aerial Remote Inspections Pinto, Luis Ramos Almeida, Luis Sensors (Basel) Article Unmanned aerial vehicles (UAVs), in particular multirotors, are becoming the de facto tool for aerial sensing and remote inspection. In large industrial facilities, a UAV can transmit an online video stream to inspect difficult-to-access structures, such as chimneys, deposits, and towers. However, the communication range is limited, constraining the UAV operation range. This limitation can be overcome with relaying UAVs placed between the source UAV and the control station, creating a line of communication links. In this work, we assume the use of a digital data packet network technology, namely WiFi, and tackle the problem of defining the exact placement for the relaying UAVs that creates an end-to-end channel with maximal delivery of data packets. We consider asymmetric communication links and we show an increase as large as 15% in end-to-end packet delivery ratio when compared to an equidistant placement. We also discuss the deployment of such a network and propose a fully distributed method that converges to the global optimal relay positions taking, on average, [Formula: see text] times the time taken by a centralized method. MDPI 2022-02-11 /pmc/articles/PMC8963051/ /pubmed/35214291 http://dx.doi.org/10.3390/s22041391 Text en © 2022 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 Pinto, Luis Ramos Almeida, Luis Optimal Relay Network for Aerial Remote Inspections |
title | Optimal Relay Network for Aerial Remote Inspections |
title_full | Optimal Relay Network for Aerial Remote Inspections |
title_fullStr | Optimal Relay Network for Aerial Remote Inspections |
title_full_unstemmed | Optimal Relay Network for Aerial Remote Inspections |
title_short | Optimal Relay Network for Aerial Remote Inspections |
title_sort | optimal relay network for aerial remote inspections |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8963051/ https://www.ncbi.nlm.nih.gov/pubmed/35214291 http://dx.doi.org/10.3390/s22041391 |
work_keys_str_mv | AT pintoluisramos optimalrelaynetworkforaerialremoteinspections AT almeidaluis optimalrelaynetworkforaerialremoteinspections |