MU-MIMO系统上行ZF和MMSE接收机性能分析

Haiquan Wang, Ruiming Chen, L. Shen
{"title":"MU-MIMO系统上行ZF和MMSE接收机性能分析","authors":"Haiquan Wang, Ruiming Chen, L. Shen","doi":"10.1109/ICCChina.2012.6356863","DOIUrl":null,"url":null,"abstract":"For uplink of Multiuser (MU) Multiple-Input, Multiple-Output (MIMO) system with M receive antennas at base station and one transmit antenna at each user, in this paper, performances of linear decoders, namely Zero-Forcing decoder and Minimal Mean-Square Error (MMSE) decoder, are investigated. Differing from existing results which mainly describe various asymptotic properties, this paper gives analytical formulas of estimating pair-wise error probabilities (PEP) of ZF and MMSE decoders for given parameters M, K (number of users), and ρ (Signal-to-Noise Ratio, SNR). Furthermore, a formula estimating MMSE decoder dB gain over ZF decoder is given. Based on this formula, an analytical formula calculating the gain when ρ goes to infinite is also presented, which is almost the same as one given in the paper. At last, simulations to confirm these formulas are shown.","PeriodicalId":154082,"journal":{"name":"2012 1st IEEE International Conference on Communications in China (ICCC)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"10","resultStr":"{\"title\":\"Performance analysis of ZF and MMSE receivers in uplink of MU-MIMO system\",\"authors\":\"Haiquan Wang, Ruiming Chen, L. Shen\",\"doi\":\"10.1109/ICCChina.2012.6356863\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"For uplink of Multiuser (MU) Multiple-Input, Multiple-Output (MIMO) system with M receive antennas at base station and one transmit antenna at each user, in this paper, performances of linear decoders, namely Zero-Forcing decoder and Minimal Mean-Square Error (MMSE) decoder, are investigated. Differing from existing results which mainly describe various asymptotic properties, this paper gives analytical formulas of estimating pair-wise error probabilities (PEP) of ZF and MMSE decoders for given parameters M, K (number of users), and ρ (Signal-to-Noise Ratio, SNR). Furthermore, a formula estimating MMSE decoder dB gain over ZF decoder is given. Based on this formula, an analytical formula calculating the gain when ρ goes to infinite is also presented, which is almost the same as one given in the paper. At last, simulations to confirm these formulas are shown.\",\"PeriodicalId\":154082,\"journal\":{\"name\":\"2012 1st IEEE International Conference on Communications in China (ICCC)\",\"volume\":\"30 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-11-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"10\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2012 1st IEEE International Conference on Communications in China (ICCC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCChina.2012.6356863\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 1st IEEE International Conference on Communications in China (ICCC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCChina.2012.6356863","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 10

摘要

针对多用户(MU)多输入多输出(MIMO)系统的上行链路,在基站有M个接收天线,每个用户有一个发射天线,本文研究了线性解码器的性能,即零强迫解码器和最小均方误差(MMSE)解码器。与现有的主要描述各种渐近性质的结果不同,本文给出了给定参数M、K(用户数)和ρ(信噪比)时估计ZF和MMSE解码器的对向误差概率(PEP)的解析公式。在此基础上,给出了相对于ZF解码器的MMSE解码器dB增益的估计公式。在此基础上,给出了ρ趋于无穷大时增益的解析式,该解析式与本文给出的解析式基本一致。最后通过仿真验证了这些公式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance analysis of ZF and MMSE receivers in uplink of MU-MIMO system
For uplink of Multiuser (MU) Multiple-Input, Multiple-Output (MIMO) system with M receive antennas at base station and one transmit antenna at each user, in this paper, performances of linear decoders, namely Zero-Forcing decoder and Minimal Mean-Square Error (MMSE) decoder, are investigated. Differing from existing results which mainly describe various asymptotic properties, this paper gives analytical formulas of estimating pair-wise error probabilities (PEP) of ZF and MMSE decoders for given parameters M, K (number of users), and ρ (Signal-to-Noise Ratio, SNR). Furthermore, a formula estimating MMSE decoder dB gain over ZF decoder is given. Based on this formula, an analytical formula calculating the gain when ρ goes to infinite is also presented, which is almost the same as one given in the paper. At last, simulations to confirm these formulas are shown.
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
×
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