Cargando…
Altitude Optimization and Task Allocation of UAV-Assisted MEC Communication System
Unmanned aerial vehicles (UAVs) are widely used in wireless communication systems due to their flexible mobility and high maneuverability. The combination of UAVs and mobile edge computing (MEC) is regarded as a promising technology to provide high-quality computing services for latency-sensitive ap...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9607876/ https://www.ncbi.nlm.nih.gov/pubmed/36298409 http://dx.doi.org/10.3390/s22208061 |
_version_ | 1784818650001178624 |
---|---|
author | Huang, Shuqi Zhang, Jun Wu, Yi |
author_facet | Huang, Shuqi Zhang, Jun Wu, Yi |
author_sort | Huang, Shuqi |
collection | PubMed |
description | Unmanned aerial vehicles (UAVs) are widely used in wireless communication systems due to their flexible mobility and high maneuverability. The combination of UAVs and mobile edge computing (MEC) is regarded as a promising technology to provide high-quality computing services for latency-sensitive applications. In this paper, a novel UAV-assisted MEC uplink maritime communication system is proposed, where an MEC server is equipped on UAV to provide flexible assistance to maritime user. In particular, the task of user can be divided into two parts: one portion is offloaded to UAV and the remaining portion is offloaded to onshore base station for computing. We formulate an optimization problem to minimize the total system latency by designing the optimal flying altitude of UAV and the optimal task allocation ratio. We derive a semi closed-form expression of the optimal flying altitude of UAV and a closed-form expression of the optimal task allocation ratio. Simulation results demonstrate the precision of the theoretical analyses and show some interesting insights. |
format | Online Article Text |
id | pubmed-9607876 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96078762022-10-28 Altitude Optimization and Task Allocation of UAV-Assisted MEC Communication System Huang, Shuqi Zhang, Jun Wu, Yi Sensors (Basel) Article Unmanned aerial vehicles (UAVs) are widely used in wireless communication systems due to their flexible mobility and high maneuverability. The combination of UAVs and mobile edge computing (MEC) is regarded as a promising technology to provide high-quality computing services for latency-sensitive applications. In this paper, a novel UAV-assisted MEC uplink maritime communication system is proposed, where an MEC server is equipped on UAV to provide flexible assistance to maritime user. In particular, the task of user can be divided into two parts: one portion is offloaded to UAV and the remaining portion is offloaded to onshore base station for computing. We formulate an optimization problem to minimize the total system latency by designing the optimal flying altitude of UAV and the optimal task allocation ratio. We derive a semi closed-form expression of the optimal flying altitude of UAV and a closed-form expression of the optimal task allocation ratio. Simulation results demonstrate the precision of the theoretical analyses and show some interesting insights. MDPI 2022-10-21 /pmc/articles/PMC9607876/ /pubmed/36298409 http://dx.doi.org/10.3390/s22208061 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 Huang, Shuqi Zhang, Jun Wu, Yi Altitude Optimization and Task Allocation of UAV-Assisted MEC Communication System |
title | Altitude Optimization and Task Allocation of UAV-Assisted MEC Communication System |
title_full | Altitude Optimization and Task Allocation of UAV-Assisted MEC Communication System |
title_fullStr | Altitude Optimization and Task Allocation of UAV-Assisted MEC Communication System |
title_full_unstemmed | Altitude Optimization and Task Allocation of UAV-Assisted MEC Communication System |
title_short | Altitude Optimization and Task Allocation of UAV-Assisted MEC Communication System |
title_sort | altitude optimization and task allocation of uav-assisted mec communication system |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9607876/ https://www.ncbi.nlm.nih.gov/pubmed/36298409 http://dx.doi.org/10.3390/s22208061 |
work_keys_str_mv | AT huangshuqi altitudeoptimizationandtaskallocationofuavassistedmeccommunicationsystem AT zhangjun altitudeoptimizationandtaskallocationofuavassistedmeccommunicationsystem AT wuyi altitudeoptimizationandtaskallocationofuavassistedmeccommunicationsystem |