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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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 |
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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 |