一种最大能效交通分流的排队理论方法

Yasmeen M. Abdelradi, A. El-Sherif, Laila H. Afify
{"title":"一种最大能效交通分流的排队理论方法","authors":"Yasmeen M. Abdelradi, A. El-Sherif, Laila H. Afify","doi":"10.1109/NILES50944.2020.9257942","DOIUrl":null,"url":null,"abstract":"Traffic offloading is considered a promising solution to relieve the explosive congestion of future cellular networks. Existing works in the literature focus on increasing the number of offloaded users. Nevertheless, users’ traffic load plays a critical role in having the ability to relay the data intended for the cellular users. In this paper, we consider the traffic offloading problem in a heterogeneous network (HetNet), with emphasis on the traffic load of each user in the network. Our objective is to maximize the total network energy efficiency (EE) while maintaining the system queues stability. We propose a heuristic offloading algorithm due to the non-convexity of the EE problem. Numerical results demonstrate that the proposed offloading algorithm outperforms similar algorithms in the literature that do not take the users’ traffic load into consideration during the offloading process.","PeriodicalId":253090,"journal":{"name":"2020 2nd Novel Intelligent and Leading Emerging Sciences Conference (NILES)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2020-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"A Queueing Theory Approach for Maximized Energy Efficiency Traffic Offloading\",\"authors\":\"Yasmeen M. Abdelradi, A. El-Sherif, Laila H. Afify\",\"doi\":\"10.1109/NILES50944.2020.9257942\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Traffic offloading is considered a promising solution to relieve the explosive congestion of future cellular networks. Existing works in the literature focus on increasing the number of offloaded users. Nevertheless, users’ traffic load plays a critical role in having the ability to relay the data intended for the cellular users. In this paper, we consider the traffic offloading problem in a heterogeneous network (HetNet), with emphasis on the traffic load of each user in the network. Our objective is to maximize the total network energy efficiency (EE) while maintaining the system queues stability. We propose a heuristic offloading algorithm due to the non-convexity of the EE problem. Numerical results demonstrate that the proposed offloading algorithm outperforms similar algorithms in the literature that do not take the users’ traffic load into consideration during the offloading process.\",\"PeriodicalId\":253090,\"journal\":{\"name\":\"2020 2nd Novel Intelligent and Leading Emerging Sciences Conference (NILES)\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-10-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 2nd Novel Intelligent and Leading Emerging Sciences Conference (NILES)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/NILES50944.2020.9257942\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 2nd Novel Intelligent and Leading Emerging Sciences Conference (NILES)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NILES50944.2020.9257942","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

摘要

流量分流被认为是缓解未来蜂窝网络爆炸性拥塞的一种很有前途的解决方案。现有文献的工作重点是增加卸载用户的数量。然而,用户的流量负载在为蜂窝用户中继数据的能力中起着关键作用。本文研究了异构网络(HetNet)中的流量分流问题,重点研究了网络中每个用户的流量负荷。我们的目标是在保持系统队列稳定性的同时最大化网络总能源效率(EE)。针对EE问题的非凸性,提出了一种启发式卸载算法。数值结果表明,本文提出的卸载算法优于文献中不考虑用户流量负载的同类算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
A Queueing Theory Approach for Maximized Energy Efficiency Traffic Offloading
Traffic offloading is considered a promising solution to relieve the explosive congestion of future cellular networks. Existing works in the literature focus on increasing the number of offloaded users. Nevertheless, users’ traffic load plays a critical role in having the ability to relay the data intended for the cellular users. In this paper, we consider the traffic offloading problem in a heterogeneous network (HetNet), with emphasis on the traffic load of each user in the network. Our objective is to maximize the total network energy efficiency (EE) while maintaining the system queues stability. We propose a heuristic offloading algorithm due to the non-convexity of the EE problem. Numerical results demonstrate that the proposed offloading algorithm outperforms similar algorithms in the literature that do not take the users’ traffic load into consideration during the offloading process.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Decentralized Intersection Management of Autonomous Vehicles Using Nonlinear MPC Low power and area SHA-256 hardware accelerator on Virtex-7 FPGA Dynamic Programming Applications: A Suvrvey Self-Organizing Maps to Assess Rehabilitation Progress of Post-Stroke Patients SoC loosely Coupled Navigation Algorithm Evaluation via 6-DOF Flight Simulation Model of Guided Bomb
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1