Heterogeneous multiuser transmission with BEM-based limited feedback over doubly selective MIMO downlink channels

H. Nguyen-Le, T. Le-Ngoc, Loïc Canonne-Velasquez
{"title":"Heterogeneous multiuser transmission with BEM-based limited feedback over doubly selective MIMO downlink channels","authors":"H. Nguyen-Le, T. Le-Ngoc, Loïc Canonne-Velasquez","doi":"10.1109/ICTEL.2010.5478876","DOIUrl":null,"url":null,"abstract":"This paper studies the problem of limited feedback design for heterogeneous multiuser transmissions over time- and frequency-selective (doubly selective) multiple-input multiple-output (MIMO) downlink channels. In limited feedback design over the channels, the discrete prolate spheroidal basis expansion model (DPS-BEM) is used as a fitting parametric model for capturing the time-variation of the multiuser downlink channels and for reducing the number of the channel parameters. The resulting dimension reduction in the channel representation, in turn, translates into a reduced feedback load of channel state information (CSI) to the base station (BS). To exploit the considerable reduction in CSI feedback load, vector quantization (VQ) of the DPS-BEM coefficients is performed at users under the assumption that perfect BEM coefficient estimation has been established by existing algorithms. The output indices of the quantized BEM coefficient vectors are assumed to be sent to the BS via error-free, zero-latency feedback links. With the quantized CSI, the block-diagonalization (BD) precoding and greedy scheduling techniques are employed for the heterogeneous multiuser transmission (i.e., users with different numbers of receive antennas and different signal-to-noise ratios). Numerical results show that the BEM-based limited feedback scheme is able to significantly alleviate the detrimental effect of outdated CSI feedback over the time-varying channels.","PeriodicalId":208094,"journal":{"name":"2010 17th International Conference on Telecommunications","volume":"15 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 17th International Conference on Telecommunications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICTEL.2010.5478876","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

This paper studies the problem of limited feedback design for heterogeneous multiuser transmissions over time- and frequency-selective (doubly selective) multiple-input multiple-output (MIMO) downlink channels. In limited feedback design over the channels, the discrete prolate spheroidal basis expansion model (DPS-BEM) is used as a fitting parametric model for capturing the time-variation of the multiuser downlink channels and for reducing the number of the channel parameters. The resulting dimension reduction in the channel representation, in turn, translates into a reduced feedback load of channel state information (CSI) to the base station (BS). To exploit the considerable reduction in CSI feedback load, vector quantization (VQ) of the DPS-BEM coefficients is performed at users under the assumption that perfect BEM coefficient estimation has been established by existing algorithms. The output indices of the quantized BEM coefficient vectors are assumed to be sent to the BS via error-free, zero-latency feedback links. With the quantized CSI, the block-diagonalization (BD) precoding and greedy scheduling techniques are employed for the heterogeneous multiuser transmission (i.e., users with different numbers of receive antennas and different signal-to-noise ratios). Numerical results show that the BEM-based limited feedback scheme is able to significantly alleviate the detrimental effect of outdated CSI feedback over the time-varying channels.
双选择性MIMO下行信道上基于bem的有限反馈异构多用户传输
本文研究了在时间和频率选择(双选择)多输入多输出(MIMO)下行信道上异构多用户传输的有限反馈设计问题。在信道有限反馈设计中,采用离散长时间球基展开模型(DPS-BEM)作为参数拟合模型来捕捉多用户下行信道的时变特征,并减少信道参数的数量。由此产生的信道表示维数的减少,反过来又转化为对基站的信道状态信息(CSI)的反馈负载的减少。为了利用CSI反馈负荷的显著降低,假设现有算法已经建立了完美的BEM系数估计,在用户处对DPS-BEM系数进行矢量量化(VQ)。假设量化的边界元系数向量的输出指标通过无差错、零延迟的反馈链路发送到BS。在量化CSI的基础上,采用块对角化(BD)预编码和贪婪调度技术实现异构多用户传输(即不同接收天线数和不同信噪比的用户)。数值结果表明,基于边界元的有限反馈方案能够显著缓解过时的CSI反馈对时变信道的不利影响。
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