Low Complexity Hybrid Precoder and Combiner Design for mmWave MIMO Systems

Ran Zhang, Wei-chen Zou, Mingyang Cui
{"title":"Low Complexity Hybrid Precoder and Combiner Design for mmWave MIMO Systems","authors":"Ran Zhang, Wei-chen Zou, Mingyang Cui","doi":"10.1109/ICCCHINA.2018.8641113","DOIUrl":null,"url":null,"abstract":"Hybrid precoding has been advocated as a promising technology, which can provide a compromise between system performance and hardware complexity in millimeter-wave (mmWave) multiple-input multiple-output systems. In this paper, we adopt a hierarchical idea to simplify hybrid precoder and combiner design in single-user mmWave systems. We propose a low complexity algorithm, which jointly designs analog precoder and combiner by phase extraction method, to maximize spectral efficiency. Then, the digital precoder and combiner are designed based on the obtained analog precoder and combiner to enhance the spectral efficiency. In addition, the proposed algorithm can be modified for practical scenario, where only finite resolution phase shifters are implemented. Finally, simulation results and mathematical analysis show that the proposed algorithm can achieve near-optimal performance. Moreover, the computational complexity of our algorithm is lower than the reference algorithms.","PeriodicalId":170216,"journal":{"name":"2018 IEEE/CIC International Conference on Communications in China (ICCC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE/CIC International Conference on Communications in China (ICCC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCCHINA.2018.8641113","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Hybrid precoding has been advocated as a promising technology, which can provide a compromise between system performance and hardware complexity in millimeter-wave (mmWave) multiple-input multiple-output systems. In this paper, we adopt a hierarchical idea to simplify hybrid precoder and combiner design in single-user mmWave systems. We propose a low complexity algorithm, which jointly designs analog precoder and combiner by phase extraction method, to maximize spectral efficiency. Then, the digital precoder and combiner are designed based on the obtained analog precoder and combiner to enhance the spectral efficiency. In addition, the proposed algorithm can be modified for practical scenario, where only finite resolution phase shifters are implemented. Finally, simulation results and mathematical analysis show that the proposed algorithm can achieve near-optimal performance. Moreover, the computational complexity of our algorithm is lower than the reference algorithms.
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
毫米波MIMO系统的低复杂度混合预编码器和组合器设计
混合预编码技术在毫米波(mmWave)多输入多输出系统中提供了系统性能和硬件复杂性之间的折衷,是一种很有前途的技术。在本文中,我们采用分层思想来简化单用户毫米波系统中混合预编码器和组合器的设计。本文提出了一种低复杂度算法,采用相位提取法联合设计模拟预编码器和组合器,以最大限度地提高频谱效率。然后,在得到的模拟预编码器和组合器的基础上设计数字预编码器和组合器,以提高频谱效率。此外,该算法可以在实际场景中进行修改,在实际场景中只有有限分辨率的移相器。最后,仿真结果和数学分析表明,该算法可以达到接近最优的性能。此外,该算法的计算复杂度低于参考算法。
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
Adaptive Power Allocation for D2D Assisted Cooperative Relaying System with NOMA Hybrid Transmission Time Intervals for TCP Slow Start in Mobile Edge Computing System UE Computation Offloading Based on Task and Channel Prediction of Single User A Modified Unquantized Fano Sequential Decoding Algorithm for Rateless Spinal Codes Cooperative Slotted Aloha with Reservation for Multi-Receiver Satellite IoT Networks
×
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