Digital Predistortion for mm-Wave MIMO Phased Arrays

Varsha Balakumar, R. Ganti
{"title":"Digital Predistortion for mm-Wave MIMO Phased Arrays","authors":"Varsha Balakumar, R. Ganti","doi":"10.1109/NCC55593.2022.9806716","DOIUrl":null,"url":null,"abstract":"In this work, we consider the application of digital predistortion for MIMO mm-wave RF beamforming-based subarrays. We propose a single-input single-output (SISO) DPD model as a linearization technique to mitigate the nonlinear behaviour exhibited by the power amplifiers in mm-wave phased arrays. This model incorporates mutual coupling between the antenna elements. This particular SISO-based model is obtained by transforming a dual-input-based model that accounts for the load-impedance mismatch between the antenna elements. Our proposed SISO-based DPD model can be considered a possible replacement of complex dual-input-based modelling approaches. We provide simulation results of two different array beamforming configurations: Single user beamforming array system (A 64-element antenna array) and multi-user beamforming array system (4 x 64 elements antenna array).","PeriodicalId":403870,"journal":{"name":"2022 National Conference on Communications (NCC)","volume":"122 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 National Conference on Communications (NCC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NCC55593.2022.9806716","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

In this work, we consider the application of digital predistortion for MIMO mm-wave RF beamforming-based subarrays. We propose a single-input single-output (SISO) DPD model as a linearization technique to mitigate the nonlinear behaviour exhibited by the power amplifiers in mm-wave phased arrays. This model incorporates mutual coupling between the antenna elements. This particular SISO-based model is obtained by transforming a dual-input-based model that accounts for the load-impedance mismatch between the antenna elements. Our proposed SISO-based DPD model can be considered a possible replacement of complex dual-input-based modelling approaches. We provide simulation results of two different array beamforming configurations: Single user beamforming array system (A 64-element antenna array) and multi-user beamforming array system (4 x 64 elements antenna array).
毫米波MIMO相控阵的数字预失真
在这项工作中,我们考虑了数字预失真在MIMO毫米波射频波束形成子阵列中的应用。我们提出了一种单输入单输出(SISO) DPD模型作为线性化技术,以减轻毫米波相控阵中功率放大器所表现出的非线性行为。该模型考虑了天线单元之间的相互耦合。这种特殊的基于ssi的模型是通过转换基于双输入的模型得到的,该模型考虑了天线元件之间的负载阻抗不匹配。我们提出的基于ssi的DPD模型可以被认为是复杂的基于双输入的建模方法的可能替代。我们提供了两种不同阵列波束形成配置的仿真结果:单用户波束形成阵列系统(64元天线阵列)和多用户波束形成阵列系统(4 × 64元天线阵列)。
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