Decentralized Interference Mitigation Technique for D2D Networks Using Game Theory Optimization

Saad Aslam, F. Alam, S. F. Hasan, M. A. Rashid
{"title":"Decentralized Interference Mitigation Technique for D2D Networks Using Game Theory Optimization","authors":"Saad Aslam, F. Alam, S. F. Hasan, M. A. Rashid","doi":"10.1109/ITNAC46935.2019.9077996","DOIUrl":null,"url":null,"abstract":"Device-to-Device (D2D) Communication has proven to bring various advantages for conventional cellular networks such as high spectral efficiency, lower delay, and high data rate. D2D enables new applications like content-sharing and disaster management. These benefits come at the expense of interlayer and intralayer interference. To fully exploit the inherent benefits of D2D communication, interference mitigation techniques must be developed. This article proposes a decentralized approach to handling interlayer and intralayer interferences. We use the pricing concept, which is introduced by the Base Station (BS) to control the inter-layer interference. On the other hand, game theory is exploited to handle intralayer interference. D2D pairs compete for the resources based on their power profiles and the price broadcasted by the BS. These users and the BS formulate a Stackelberg Game which continues until an optimal state known as Nash Equilibrium is achieved. The most important aspect of the proposed scheme is that it jointly addresses the interference mitigation and power allocation problem.","PeriodicalId":407514,"journal":{"name":"2019 29th International Telecommunication Networks and Applications Conference (ITNAC)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 29th International Telecommunication Networks and Applications Conference (ITNAC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ITNAC46935.2019.9077996","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

Abstract

Device-to-Device (D2D) Communication has proven to bring various advantages for conventional cellular networks such as high spectral efficiency, lower delay, and high data rate. D2D enables new applications like content-sharing and disaster management. These benefits come at the expense of interlayer and intralayer interference. To fully exploit the inherent benefits of D2D communication, interference mitigation techniques must be developed. This article proposes a decentralized approach to handling interlayer and intralayer interferences. We use the pricing concept, which is introduced by the Base Station (BS) to control the inter-layer interference. On the other hand, game theory is exploited to handle intralayer interference. D2D pairs compete for the resources based on their power profiles and the price broadcasted by the BS. These users and the BS formulate a Stackelberg Game which continues until an optimal state known as Nash Equilibrium is achieved. The most important aspect of the proposed scheme is that it jointly addresses the interference mitigation and power allocation problem.
基于博弈论优化的D2D网络分散干扰抑制技术
设备对设备(Device-to-Device, D2D)通信已被证明为传统蜂窝网络带来了频谱效率高、延迟低和数据速率高等优点。D2D支持新的应用程序,如内容共享和灾难管理。这些好处是以层间和层内干扰为代价的。为了充分利用D2D通信的固有优势,必须开发干扰缓解技术。本文提出了一种分散的方法来处理层间和层内干扰。我们使用基站(BS)引入的定价概念来控制层间干扰。另一方面,博弈论被用来处理层内干扰。D2D对基于它们的功率分布和BS广播的价格来竞争资源。这些用户和BS制定了一个Stackelberg游戏,这个游戏一直持续到一个被称为纳什均衡的最佳状态。该方案最重要的方面是它同时解决了干扰抑制和功率分配问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信