ML estimation of receiver IQ imbalance parameters

D. Mattera, F. Sterle
{"title":"ML estimation of receiver IQ imbalance parameters","authors":"D. Mattera, F. Sterle","doi":"10.1109/WDDC.2007.4339401","DOIUrl":null,"url":null,"abstract":"In this paper, we address the in-phase (I) and quadrature (Q) imbalance estimation and compensation at the receiver stage of modern communication systems. Low-cost fabrication technologies and high data-rate transmissions render the conventional receivers very sensitive to the imperfections of their analog stage and, hence, proper countermeasures need to be adopted. Since the IQ imbalance can be completely compensated provided that the IQ parameters are known at the receiver stage, in this paper we address the blind estimation of such parameters. According to the maximum likelihood (ML) criterion, we derive the optimum blind estimator for a QAM transmission as well as for a circularly symmetric Gaussian one and, therefore, we evaluate, by means of computer simulations, their performances in terms of mean square estimation error.","PeriodicalId":142822,"journal":{"name":"2007 International Waveform Diversity and Design Conference","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2007-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2007 International Waveform Diversity and Design Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WDDC.2007.4339401","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 9

Abstract

In this paper, we address the in-phase (I) and quadrature (Q) imbalance estimation and compensation at the receiver stage of modern communication systems. Low-cost fabrication technologies and high data-rate transmissions render the conventional receivers very sensitive to the imperfections of their analog stage and, hence, proper countermeasures need to be adopted. Since the IQ imbalance can be completely compensated provided that the IQ parameters are known at the receiver stage, in this paper we address the blind estimation of such parameters. According to the maximum likelihood (ML) criterion, we derive the optimum blind estimator for a QAM transmission as well as for a circularly symmetric Gaussian one and, therefore, we evaluate, by means of computer simulations, their performances in terms of mean square estimation error.
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
接受者智商不平衡参数的ML估计
本文研究了现代通信系统接收级的同相(I)和正交(Q)不平衡估计和补偿问题。低成本制造技术和高数据速率传输使得传统接收机对其模拟级的缺陷非常敏感,因此需要采取适当的对策。由于在接收阶段IQ参数已知的情况下,IQ不平衡可以得到完全补偿,因此本文讨论了IQ参数的盲估计问题。根据最大似然(ML)准则,我们推导了QAM传输和圆对称高斯传输的最佳盲估计器,因此,我们通过计算机模拟评估了它们在均方估计误差方面的性能。
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 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Distributed/embedded sub-surface sensors for imaging buried objects with reduced mutual coupling and suppressed electromagnetic emissions Discrete Suppression with ΣΔ-STAP Model order estimation for adaptive radar clutter cancellation Adaptive PN code acquisition using automatic censoring for DS-CDMA communication. Knowledge base technologies for waveform diversity and electromagnetic compatibility
×
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