Systematic Beam Management in mmWave Network: Tradeoff Among User Mobility, Link Outage, and Interference Control

Honghao Ju, Yan Long, X. Fang, Rong He
{"title":"Systematic Beam Management in mmWave Network: Tradeoff Among User Mobility, Link Outage, and Interference Control","authors":"Honghao Ju, Yan Long, X. Fang, Rong He","doi":"10.1109/VTC2020-Spring48590.2020.9129387","DOIUrl":null,"url":null,"abstract":"In this paper, we study the beam management in mmWave network from a systematic perspective. First, instead of optimizing the network performance regarding the sum-rate, we improve the beam coverage to better support user mobility, which can further reduce the beam tracking overhead. Second, to compensate for the severe signal attenuation in mmWave band, we conFigure the beam so as to satisfy the user link outage probability constraint. Third, to reduce the interference among users, we consider the inter-beam interference from both main-lobe and side-lobe. We formulate our beam management scheme as a non-linear integer optimization problem, which typically has high computational complexity. By deliberately transforming it to a geometric optimization problem and designing the rounding method, we give an optimized feasible solution with low computational complexity. We verify the performance of our beam management scheme through simulation. Extensive simulation results demonstrate that our proposed algorithm can efficiently manage the beam in mmWave network.","PeriodicalId":348099,"journal":{"name":"2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/VTC2020-Spring48590.2020.9129387","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

In this paper, we study the beam management in mmWave network from a systematic perspective. First, instead of optimizing the network performance regarding the sum-rate, we improve the beam coverage to better support user mobility, which can further reduce the beam tracking overhead. Second, to compensate for the severe signal attenuation in mmWave band, we conFigure the beam so as to satisfy the user link outage probability constraint. Third, to reduce the interference among users, we consider the inter-beam interference from both main-lobe and side-lobe. We formulate our beam management scheme as a non-linear integer optimization problem, which typically has high computational complexity. By deliberately transforming it to a geometric optimization problem and designing the rounding method, we give an optimized feasible solution with low computational complexity. We verify the performance of our beam management scheme through simulation. Extensive simulation results demonstrate that our proposed algorithm can efficiently manage the beam in mmWave network.
毫米波网络中的系统波束管理:用户移动性、链路中断和干扰控制之间的权衡
本文从系统的角度对毫米波网络中的波束管理进行了研究。首先,我们不是针对求和速率优化网络性能,而是改进波束覆盖以更好地支持用户移动性,从而进一步降低波束跟踪开销。其次,为了补偿毫米波频段严重的信号衰减,我们对波束进行了配置,以满足用户链路中断概率约束。第三,为了减少用户间的干扰,我们同时考虑了来自主瓣和副瓣的波束间干扰。我们将波束管理方案表述为一个非线性整数优化问题,这通常具有很高的计算复杂度。通过将其转化为几何优化问题,设计舍入方法,给出了计算复杂度较低的优化可行解。通过仿真验证了该波束管理方案的性能。大量的仿真结果表明,该算法能够有效地管理毫米波网络中的波束。
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:481959085
Book学术官方微信