Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Pinto, Luis Ramos, Almeida, Luis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
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
_version_ 1784677909907111936
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