Uplink Massive MIMO Functional Split for C-RAN System Under Rapid User Mobility Conditions

A. Davydov, V. Sergeev, A. Putilin, B. Mondal, Thushara C. Hewavithana, A. Papathanassiou, A. Sengupta
{"title":"Uplink Massive MIMO Functional Split for C-RAN System Under Rapid User Mobility Conditions","authors":"A. Davydov, V. Sergeev, A. Putilin, B. Mondal, Thushara C. Hewavithana, A. Papathanassiou, A. Sengupta","doi":"10.1109/pimrc50174.2021.9569355","DOIUrl":null,"url":null,"abstract":"Uplink massive multiple-input multiple-output (MIMO) improves network spectral efficiency by enabling simultaneous transmission from multiple users through spatial multiplexing. Although the centralized radio access network (C-RAN) architecture can meet the increased signal processing requirements, the large number of used antenna elements creates challenges for the fronthaul (FH) links required to transport a large amount of traffic from remote radio units (RRUs) to the centralized baseband unit (BBU). To reduce the FH link load, different baseband splitting options between RRUs and BBU are considered in practical C-RAN networks. More specifically, low complexity maximum ratio combining (MRC) beamforming at the RRU can be used to reduce the number of spatial dimensions of the received signals before transporting them to the BBU for further baseband processing. Despite the high compression efficiency of the MRC-based approach, we find that its performance is not sufficiently robust under channel varying conditions due to rapid user mobility. In this paper, we propose a functional split based on an extension of MRC compression at the RRU which provides better uplink performance for scenarios with high mobility, while guaranteeing moderate FH link throughput and low signal processing complexity.","PeriodicalId":283606,"journal":{"name":"2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/pimrc50174.2021.9569355","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

Uplink massive multiple-input multiple-output (MIMO) improves network spectral efficiency by enabling simultaneous transmission from multiple users through spatial multiplexing. Although the centralized radio access network (C-RAN) architecture can meet the increased signal processing requirements, the large number of used antenna elements creates challenges for the fronthaul (FH) links required to transport a large amount of traffic from remote radio units (RRUs) to the centralized baseband unit (BBU). To reduce the FH link load, different baseband splitting options between RRUs and BBU are considered in practical C-RAN networks. More specifically, low complexity maximum ratio combining (MRC) beamforming at the RRU can be used to reduce the number of spatial dimensions of the received signals before transporting them to the BBU for further baseband processing. Despite the high compression efficiency of the MRC-based approach, we find that its performance is not sufficiently robust under channel varying conditions due to rapid user mobility. In this paper, we propose a functional split based on an extension of MRC compression at the RRU which provides better uplink performance for scenarios with high mobility, while guaranteeing moderate FH link throughput and low signal processing complexity.
快速用户移动条件下C-RAN系统的上行海量MIMO功能分离
上行海量多输入多输出(massive multiple-input multiple-output, MIMO)通过空间复用实现多用户同时传输,提高网络频谱效率。尽管集中式无线接入网(C-RAN)架构可以满足日益增长的信号处理需求,但大量使用的天线元件给从远程无线电单元(rru)向集中式基带单元(BBU)传输大量流量所需的前传(FH)链路带来了挑战。为了减少跳频链路负载,在实际的C-RAN网络中,考虑了rru和BBU之间不同的基带分割选项。更具体地说,RRU的低复杂度最大比组合(MRC)波束形成可用于减少接收信号的空间维度数,然后将其传输到BBU进行进一步的基带处理。尽管基于mrc的方法具有较高的压缩效率,但我们发现由于用户的快速移动,其性能在信道变化条件下不够鲁棒。在本文中,我们提出了一种基于RRU中MRC压缩扩展的功能分裂,该功能分裂为高移动性场景提供了更好的上行链路性能,同时保证了适度的跳频链路吞吐量和低信号处理复杂性。
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:604180095
Book学术官方微信