Cargando…

Optimal UAV Deployment and Resource Management in UAV Relay Networks

UAV equipped three-dimensional (3D) wireless networks can provide a solution for the requirements of 5G communications, such as enhanced Mobile Broadband (eMBB) and massive Machine Type Communications (mMTC). Especially, the introduction of an unmanned aerial vehicle (UAV) as a relay node can improv...

Descripción completa

Detalles Bibliográficos
Autores principales: Han, Sang Ik, Baek, Jaeuk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8539083/
https://www.ncbi.nlm.nih.gov/pubmed/34696091
http://dx.doi.org/10.3390/s21206878
_version_ 1784588661029863424
author Han, Sang Ik
Baek, Jaeuk
author_facet Han, Sang Ik
Baek, Jaeuk
author_sort Han, Sang Ik
collection PubMed
description UAV equipped three-dimensional (3D) wireless networks can provide a solution for the requirements of 5G communications, such as enhanced Mobile Broadband (eMBB) and massive Machine Type Communications (mMTC). Especially, the introduction of an unmanned aerial vehicle (UAV) as a relay node can improve the connectivity, extend the terrestrial base station (BS) coverage and enhance the throughput by taking advantage of a strong air-to-ground line of sight (LOS) channel. In this paper, we consider the deployment and resource allocation of UAV relay network (URN) to maximize the throughput of user equipment (UE) within a cell, while guaranteeing a reliable transmission to UE outside the coverage of BS. To this end, we formulate joint UAV deployment and resource allocation problems, whose analytical solutions can be hardly obtained, in general. We propose a fast and practical algorithm to provide the optimal solution for the number of transmit time slots and the UAV relay location in a sequential manner. The transmit power at BS and UAV is determined in advance based on the availability of channel state information (CSI). Simulation results demonstrate that the proposed algorithms can significantly reduce the computational effort and complexity to determine the optimal UAV location and transmit time slots over an exhaustive search.
format Online
Article
Text
id pubmed-8539083
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-85390832021-10-24 Optimal UAV Deployment and Resource Management in UAV Relay Networks Han, Sang Ik Baek, Jaeuk Sensors (Basel) Article UAV equipped three-dimensional (3D) wireless networks can provide a solution for the requirements of 5G communications, such as enhanced Mobile Broadband (eMBB) and massive Machine Type Communications (mMTC). Especially, the introduction of an unmanned aerial vehicle (UAV) as a relay node can improve the connectivity, extend the terrestrial base station (BS) coverage and enhance the throughput by taking advantage of a strong air-to-ground line of sight (LOS) channel. In this paper, we consider the deployment and resource allocation of UAV relay network (URN) to maximize the throughput of user equipment (UE) within a cell, while guaranteeing a reliable transmission to UE outside the coverage of BS. To this end, we formulate joint UAV deployment and resource allocation problems, whose analytical solutions can be hardly obtained, in general. We propose a fast and practical algorithm to provide the optimal solution for the number of transmit time slots and the UAV relay location in a sequential manner. The transmit power at BS and UAV is determined in advance based on the availability of channel state information (CSI). Simulation results demonstrate that the proposed algorithms can significantly reduce the computational effort and complexity to determine the optimal UAV location and transmit time slots over an exhaustive search. MDPI 2021-10-16 /pmc/articles/PMC8539083/ /pubmed/34696091 http://dx.doi.org/10.3390/s21206878 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
Han, Sang Ik
Baek, Jaeuk
Optimal UAV Deployment and Resource Management in UAV Relay Networks
title Optimal UAV Deployment and Resource Management in UAV Relay Networks
title_full Optimal UAV Deployment and Resource Management in UAV Relay Networks
title_fullStr Optimal UAV Deployment and Resource Management in UAV Relay Networks
title_full_unstemmed Optimal UAV Deployment and Resource Management in UAV Relay Networks
title_short Optimal UAV Deployment and Resource Management in UAV Relay Networks
title_sort optimal uav deployment and resource management in uav relay networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8539083/
https://www.ncbi.nlm.nih.gov/pubmed/34696091
http://dx.doi.org/10.3390/s21206878
work_keys_str_mv AT hansangik optimaluavdeploymentandresourcemanagementinuavrelaynetworks
AT baekjaeuk optimaluavdeploymentandresourcemanagementinuavrelaynetworks