A Lattice Precoding for Flat-Fading MIMO Channels Based on Eigenvalue Decomposition

Jin He, M. Salehi
{"title":"A Lattice Precoding for Flat-Fading MIMO Channels Based on Eigenvalue Decomposition","authors":"Jin He, M. Salehi","doi":"10.1109/GLOCOM.2008.ECP.611","DOIUrl":null,"url":null,"abstract":"A novel Lattice Precoding scheme based on Eigenvalue decomposition (EDLP) is proposed for single user multiple- input multiple-output (MIMO) communication systems transmitting over slowly-varying flat-fading channels. This technique uses linear precoding to orthogonalize the channels, thus nullifying the interference. It employs a perturbation vector as well to reduce the transmitted power. The performance is enhanced by joint optimization of the linear precoder and the perturbation vector. As a result, the EDLP achieves not only full diversity order, but also significant power gain over comparable techniques. Although this structure enables EDLP to perform a global optimization on the closest lattice point search problem, the computational complexity of this nonlinear lattice precoding is comparable to linear techniques. Furthermore, the complexity at the receiver is kept constrained. When channel estimation errors are present, the proposed EDLP technique exhibits its robustness compared to other lattice precoding techniques.","PeriodicalId":297815,"journal":{"name":"IEEE GLOBECOM 2008 - 2008 IEEE Global Telecommunications Conference","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2008-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE GLOBECOM 2008 - 2008 IEEE Global Telecommunications Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/GLOCOM.2008.ECP.611","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

A novel Lattice Precoding scheme based on Eigenvalue decomposition (EDLP) is proposed for single user multiple- input multiple-output (MIMO) communication systems transmitting over slowly-varying flat-fading channels. This technique uses linear precoding to orthogonalize the channels, thus nullifying the interference. It employs a perturbation vector as well to reduce the transmitted power. The performance is enhanced by joint optimization of the linear precoder and the perturbation vector. As a result, the EDLP achieves not only full diversity order, but also significant power gain over comparable techniques. Although this structure enables EDLP to perform a global optimization on the closest lattice point search problem, the computational complexity of this nonlinear lattice precoding is comparable to linear techniques. Furthermore, the complexity at the receiver is kept constrained. When channel estimation errors are present, the proposed EDLP technique exhibits its robustness compared to other lattice precoding techniques.
基于特征值分解的平面衰落MIMO信道点阵预编码
针对慢变平衰落信道上的单用户多输入多输出通信系统,提出了一种基于特征值分解(EDLP)的点阵预编码方案。该技术使用线性预编码使信道正交,从而消除干扰。它还采用了微扰矢量来降低传输功率。通过对线性预编码器和摄动向量的联合优化,提高了系统的性能。因此,EDLP不仅实现了完全的分集顺序,而且比同类技术具有显着的功率增益。虽然这种结构使EDLP能够在最近的点阵点搜索问题上执行全局优化,但这种非线性点阵预编码的计算复杂度与线性技术相当。此外,接收端的复杂性也得到了约束。当存在信道估计误差时,与其他晶格预编码技术相比,所提出的EDLP技术具有较强的鲁棒性。
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