Deploying a Reliable UAV-Aided Communication Service in Disaster Areas

When telecommunication infrastructure is damaged by natural disasters, creating a network that can handle voice channels can be vital for search and rescue missions. Unmanned Aerial Vehicles (UAV) equipped with WiFi access points could be rapidly deployed to provide wireless coverage to ground users...

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Main Authors: Vicente Mayor, Rafael Estepa, Antonio Estepa, German Madinabeitia
Format: Article
Language:English
Published: Hindawi-Wiley 2019-01-01
Series:Wireless Communications and Mobile Computing
Online Access:http://dx.doi.org/10.1155/2019/7521513
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spelling doaj-8f298b0735974136a45673b3e386fcdd2020-11-24T21:53:29ZengHindawi-WileyWireless Communications and Mobile Computing1530-86691530-86772019-01-01201910.1155/2019/75215137521513Deploying a Reliable UAV-Aided Communication Service in Disaster AreasVicente Mayor0Rafael Estepa1Antonio Estepa2German Madinabeitia3Department of Telematics Engineering, Escuela Superior de Ingenieros, Universidad de Sevilla, C/ Camino de los Descubrimientos s/n, 41092 Sevilla, SpainDepartment of Telematics Engineering, Escuela Superior de Ingenieros, Universidad de Sevilla, C/ Camino de los Descubrimientos s/n, 41092 Sevilla, SpainDepartment of Telematics Engineering, Escuela Superior de Ingenieros, Universidad de Sevilla, C/ Camino de los Descubrimientos s/n, 41092 Sevilla, SpainDepartment of Telematics Engineering, Escuela Superior de Ingenieros, Universidad de Sevilla, C/ Camino de los Descubrimientos s/n, 41092 Sevilla, SpainWhen telecommunication infrastructure is damaged by natural disasters, creating a network that can handle voice channels can be vital for search and rescue missions. Unmanned Aerial Vehicles (UAV) equipped with WiFi access points could be rapidly deployed to provide wireless coverage to ground users. This WiFi access network can in turn be used to provide a reliable communication service to be used in search and rescue missions. We formulate a new problem for UAVs optimal deployment which considers not only WiFi coverage but also the mac sublayer (i.e., quality of service). Our goal is to dispatch the minimum number of UAVs for provisioning a WiFi network that enables reliable VoIP communications in disaster scenarios. Among valid solutions, we choose the one that minimizes energy expenditure at the user’s WiFi interface card in order to extend ground user’s smartphone battery life as much as possible. Solutions are found using well-known heuristics such as K-means clusterization and genetic algorithms. Via numerical results, we show that the IEEE 802.11 standard revision has a decisive impact on the number of UAVs required to cover large areas, and that the user’s average energy expenditure (attributable to communications) can be reduced by limiting the maximum altitude for drones or by increasing the VoIP speech quality.http://dx.doi.org/10.1155/2019/7521513
collection DOAJ
language English
format Article
sources DOAJ
author Vicente Mayor
Rafael Estepa
Antonio Estepa
German Madinabeitia
spellingShingle Vicente Mayor
Rafael Estepa
Antonio Estepa
German Madinabeitia
Deploying a Reliable UAV-Aided Communication Service in Disaster Areas
Wireless Communications and Mobile Computing
author_facet Vicente Mayor
Rafael Estepa
Antonio Estepa
German Madinabeitia
author_sort Vicente Mayor
title Deploying a Reliable UAV-Aided Communication Service in Disaster Areas
title_short Deploying a Reliable UAV-Aided Communication Service in Disaster Areas
title_full Deploying a Reliable UAV-Aided Communication Service in Disaster Areas
title_fullStr Deploying a Reliable UAV-Aided Communication Service in Disaster Areas
title_full_unstemmed Deploying a Reliable UAV-Aided Communication Service in Disaster Areas
title_sort deploying a reliable uav-aided communication service in disaster areas
publisher Hindawi-Wiley
series Wireless Communications and Mobile Computing
issn 1530-8669
1530-8677
publishDate 2019-01-01
description When telecommunication infrastructure is damaged by natural disasters, creating a network that can handle voice channels can be vital for search and rescue missions. Unmanned Aerial Vehicles (UAV) equipped with WiFi access points could be rapidly deployed to provide wireless coverage to ground users. This WiFi access network can in turn be used to provide a reliable communication service to be used in search and rescue missions. We formulate a new problem for UAVs optimal deployment which considers not only WiFi coverage but also the mac sublayer (i.e., quality of service). Our goal is to dispatch the minimum number of UAVs for provisioning a WiFi network that enables reliable VoIP communications in disaster scenarios. Among valid solutions, we choose the one that minimizes energy expenditure at the user’s WiFi interface card in order to extend ground user’s smartphone battery life as much as possible. Solutions are found using well-known heuristics such as K-means clusterization and genetic algorithms. Via numerical results, we show that the IEEE 802.11 standard revision has a decisive impact on the number of UAVs required to cover large areas, and that the user’s average energy expenditure (attributable to communications) can be reduced by limiting the maximum altitude for drones or by increasing the VoIP speech quality.
url http://dx.doi.org/10.1155/2019/7521513
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