Cargando…

Computation Offloading in UAV-Enabled Edge Computing: A Stackelberg Game Approach

This paper studies an efficient computing resource offloading mechanism for UAV-enabled edge computing. According to the interests of three different roles: base station, UAV, and user, we comprehensively consider the factors such as time delay, operation, and transmission energy consumption in a mu...

Descripción completa

Detalles Bibliográficos
Autores principales: Yuan, Xinwang, Xie, Zhidong, Tan, Xin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9146608/
https://www.ncbi.nlm.nih.gov/pubmed/35632262
http://dx.doi.org/10.3390/s22103854
_version_ 1784716604803645440
author Yuan, Xinwang
Xie, Zhidong
Tan, Xin
author_facet Yuan, Xinwang
Xie, Zhidong
Tan, Xin
author_sort Yuan, Xinwang
collection PubMed
description This paper studies an efficient computing resource offloading mechanism for UAV-enabled edge computing. According to the interests of three different roles: base station, UAV, and user, we comprehensively consider the factors such as time delay, operation, and transmission energy consumption in a multi-layer game to improve the overall system performance. Firstly, we construct a Stackelberg multi-layer game model to get the appropriate resource pricing and computing offload allocation strategies through iterations. Base stations and UAVs are the leaders, and users are the followers. Then, we analyze the equilibrium states of the Stackelberg game and prove that the equilibrium state of the game exists and is unique. Finally, the algorithm’s feasibility is verified by simulation, and compared with the benchmark strategy, the Stackelberg game algorithm (SGA) has certain superiority and robustness.
format Online
Article
Text
id pubmed-9146608
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-91466082022-05-29 Computation Offloading in UAV-Enabled Edge Computing: A Stackelberg Game Approach Yuan, Xinwang Xie, Zhidong Tan, Xin Sensors (Basel) Article This paper studies an efficient computing resource offloading mechanism for UAV-enabled edge computing. According to the interests of three different roles: base station, UAV, and user, we comprehensively consider the factors such as time delay, operation, and transmission energy consumption in a multi-layer game to improve the overall system performance. Firstly, we construct a Stackelberg multi-layer game model to get the appropriate resource pricing and computing offload allocation strategies through iterations. Base stations and UAVs are the leaders, and users are the followers. Then, we analyze the equilibrium states of the Stackelberg game and prove that the equilibrium state of the game exists and is unique. Finally, the algorithm’s feasibility is verified by simulation, and compared with the benchmark strategy, the Stackelberg game algorithm (SGA) has certain superiority and robustness. MDPI 2022-05-19 /pmc/articles/PMC9146608/ /pubmed/35632262 http://dx.doi.org/10.3390/s22103854 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
Yuan, Xinwang
Xie, Zhidong
Tan, Xin
Computation Offloading in UAV-Enabled Edge Computing: A Stackelberg Game Approach
title Computation Offloading in UAV-Enabled Edge Computing: A Stackelberg Game Approach
title_full Computation Offloading in UAV-Enabled Edge Computing: A Stackelberg Game Approach
title_fullStr Computation Offloading in UAV-Enabled Edge Computing: A Stackelberg Game Approach
title_full_unstemmed Computation Offloading in UAV-Enabled Edge Computing: A Stackelberg Game Approach
title_short Computation Offloading in UAV-Enabled Edge Computing: A Stackelberg Game Approach
title_sort computation offloading in uav-enabled edge computing: a stackelberg game approach
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9146608/
https://www.ncbi.nlm.nih.gov/pubmed/35632262
http://dx.doi.org/10.3390/s22103854
work_keys_str_mv AT yuanxinwang computationoffloadinginuavenablededgecomputingastackelberggameapproach
AT xiezhidong computationoffloadinginuavenablededgecomputingastackelberggameapproach
AT tanxin computationoffloadinginuavenablededgecomputingastackelberggameapproach