Cargando…

UAV-Based Intelligent Transportation System for Emergency Reporting in Coverage Holes of Wireless Networks

During critical moments, disaster and accident victims may not be able to request help from the emergency response center. This may happen when the victim’s vehicle is located within a coverage hole in a wireless network. In this paper, we adopt an unmanned aerial vehicle (UAV) to work as an automat...

Descripción completa

Detalles Bibliográficos
Autor principal: Almasoud, Abdullah M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8512497/
https://www.ncbi.nlm.nih.gov/pubmed/34640691
http://dx.doi.org/10.3390/s21196371
_version_ 1784583005349609472
author Almasoud, Abdullah M.
author_facet Almasoud, Abdullah M.
author_sort Almasoud, Abdullah M.
collection PubMed
description During critical moments, disaster and accident victims may not be able to request help from the emergency response center. This may happen when the victim’s vehicle is located within a coverage hole in a wireless network. In this paper, we adopt an unmanned aerial vehicle (UAV) to work as an automatic emergency dispatcher for a user in a vehicle facing a critical condition. Given that the UAV is located within a coverage hole and a predetermined critical condition is detected, the UAV becomes airborne and dispatches distress messages to a communication network. We propose to use a path loss map for UAV trajectory design, and we formulate our problem mathematically as an Integer Linear Program (ILP). Our goals are to minimize the distress messages delivery time and the UAV’s mission completion time. Due to the difficulty of obtaining the optimal solution when the scale of the problem is large, we proposed an efficient algorithm that reduces the computational time significantly. We simulate our problem under different scenarios and settings, and study the performance of our proposed algorithm.
format Online
Article
Text
id pubmed-8512497
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-85124972021-10-14 UAV-Based Intelligent Transportation System for Emergency Reporting in Coverage Holes of Wireless Networks Almasoud, Abdullah M. Sensors (Basel) Article During critical moments, disaster and accident victims may not be able to request help from the emergency response center. This may happen when the victim’s vehicle is located within a coverage hole in a wireless network. In this paper, we adopt an unmanned aerial vehicle (UAV) to work as an automatic emergency dispatcher for a user in a vehicle facing a critical condition. Given that the UAV is located within a coverage hole and a predetermined critical condition is detected, the UAV becomes airborne and dispatches distress messages to a communication network. We propose to use a path loss map for UAV trajectory design, and we formulate our problem mathematically as an Integer Linear Program (ILP). Our goals are to minimize the distress messages delivery time and the UAV’s mission completion time. Due to the difficulty of obtaining the optimal solution when the scale of the problem is large, we proposed an efficient algorithm that reduces the computational time significantly. We simulate our problem under different scenarios and settings, and study the performance of our proposed algorithm. MDPI 2021-09-24 /pmc/articles/PMC8512497/ /pubmed/34640691 http://dx.doi.org/10.3390/s21196371 Text en © 2021 by the author. 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
Almasoud, Abdullah M.
UAV-Based Intelligent Transportation System for Emergency Reporting in Coverage Holes of Wireless Networks
title UAV-Based Intelligent Transportation System for Emergency Reporting in Coverage Holes of Wireless Networks
title_full UAV-Based Intelligent Transportation System for Emergency Reporting in Coverage Holes of Wireless Networks
title_fullStr UAV-Based Intelligent Transportation System for Emergency Reporting in Coverage Holes of Wireless Networks
title_full_unstemmed UAV-Based Intelligent Transportation System for Emergency Reporting in Coverage Holes of Wireless Networks
title_short UAV-Based Intelligent Transportation System for Emergency Reporting in Coverage Holes of Wireless Networks
title_sort uav-based intelligent transportation system for emergency reporting in coverage holes of wireless networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8512497/
https://www.ncbi.nlm.nih.gov/pubmed/34640691
http://dx.doi.org/10.3390/s21196371
work_keys_str_mv AT almasoudabdullahm uavbasedintelligenttransportationsystemforemergencyreportingincoverageholesofwirelessnetworks