Dynamic Game-Based Computation Offloading and Resource Allocation in LEO-Multiaccess Edge Computing

The offloading of computing tasks in edge computing has always been a research hotspot and difficulty in recent years. As an effective way to run various applications on mobile devices with limited resources, it has been extensively studied by scholars from all walks of life. However, the traditiona...

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Autores principales:	Haoyu Wang, Hengli Wang, Jianwei An
Formato:	article
Lenguaje:	EN
Publicado:	Hindawi-Wiley 2021
Materias:	Technology T Telecommunication TK5101-6720
Acceso en línea:	https://doaj.org/article/f8050d62644b45ec8440d5acebf8fbfc
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spelling	oai:doaj.org-article:f8050d62644b45ec8440d5acebf8fbfc2021-11-22T01:09:38ZDynamic Game-Based Computation Offloading and Resource Allocation in LEO-Multiaccess Edge Computing1530-867710.1155/2021/9486818https://doaj.org/article/f8050d62644b45ec8440d5acebf8fbfc2021-01-01T00:00:00Zhttp://dx.doi.org/10.1155/2021/9486818https://doaj.org/toc/1530-8677The offloading of computing tasks in edge computing has always been a research hotspot and difficulty in recent years. As an effective way to run various applications on mobile devices with limited resources, it has been extensively studied by scholars from all walks of life. However, the traditional ground-based network-based edge computing network architecture cannot meet the needs of edge users with limited geographic areas. Therefore, this paper proposes an LEO (low earth orbit) satellite-based multiaccess edge computing network architecture and establishes a differential game model for this architecture. To obtain the Nash equilibrium solution of the open loop and the Nash equilibrium solution of the feedback for the task offloading amount, the relationship between the user’s income and the QoE level under the optimal task offloading amount is finally analyzed and discussed.Haoyu WangHengli WangJianwei AnHindawi-WileyarticleTechnologyTTelecommunicationTK5101-6720ENWireless Communications and Mobile Computing, Vol 2021 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Technology T Telecommunication TK5101-6720
spellingShingle	Technology T Telecommunication TK5101-6720 Haoyu Wang Hengli Wang Jianwei An Dynamic Game-Based Computation Offloading and Resource Allocation in LEO-Multiaccess Edge Computing
description	The offloading of computing tasks in edge computing has always been a research hotspot and difficulty in recent years. As an effective way to run various applications on mobile devices with limited resources, it has been extensively studied by scholars from all walks of life. However, the traditional ground-based network-based edge computing network architecture cannot meet the needs of edge users with limited geographic areas. Therefore, this paper proposes an LEO (low earth orbit) satellite-based multiaccess edge computing network architecture and establishes a differential game model for this architecture. To obtain the Nash equilibrium solution of the open loop and the Nash equilibrium solution of the feedback for the task offloading amount, the relationship between the user’s income and the QoE level under the optimal task offloading amount is finally analyzed and discussed.
format	article
author	Haoyu Wang Hengli Wang Jianwei An
author_facet	Haoyu Wang Hengli Wang Jianwei An
author_sort	Haoyu Wang
title	Dynamic Game-Based Computation Offloading and Resource Allocation in LEO-Multiaccess Edge Computing
title_short	Dynamic Game-Based Computation Offloading and Resource Allocation in LEO-Multiaccess Edge Computing
title_full	Dynamic Game-Based Computation Offloading and Resource Allocation in LEO-Multiaccess Edge Computing
title_fullStr	Dynamic Game-Based Computation Offloading and Resource Allocation in LEO-Multiaccess Edge Computing
title_full_unstemmed	Dynamic Game-Based Computation Offloading and Resource Allocation in LEO-Multiaccess Edge Computing
title_sort	dynamic game-based computation offloading and resource allocation in leo-multiaccess edge computing
publisher	Hindawi-Wiley
publishDate	2021
url	https://doaj.org/article/f8050d62644b45ec8440d5acebf8fbfc
work_keys_str_mv	AT haoyuwang dynamicgamebasedcomputationoffloadingandresourceallocationinleomultiaccessedgecomputing AT hengliwang dynamicgamebasedcomputationoffloadingandresourceallocationinleomultiaccessedgecomputing AT jianweian dynamicgamebasedcomputationoffloadingandresourceallocationinleomultiaccessedgecomputing
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Dynamic Game-Based Computation Offloading and Resource Allocation in LEO-Multiaccess Edge Computing

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