导频序列长度对多用户大规模MIMO FDD系统速率的性能影响及优化

王毅; 马鹏阁; 黄开枝; 李春国; 黄永明; 杨绿溪

doi:10.11959/j.issn.1000-436x.2018120

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导频序列长度对多用户大规模MIMO FDD系统速率的性能影响及优化

学术论文 | 更新时间：2024-06-05

- 导频序列长度对多用户大规模MIMO FDD系统速率的性能影响及优化
- Effects and optimization of pilot sequence length on rate in multiuser massive MIMO FDD system
- 通信学报 2018年39卷第7期页码：92-102
- 作者机构：
  
  1. 郑州航空工业管理学院电子通信工程学院，河南郑州 450046
  2. 国家数字交换系统工程技术研究中心，河南郑州 450002
  3. 东南大学信息科学与工程学院，江苏南京 210096
- 作者简介：
  
  [ "王毅（1984-），男，河南三门峡人，博士，郑州航空工业管理学院讲师，主要研究方向为大规模 MIMO、能效通信、无人机辅助通信、物理层安全技术等。" ]
  [ "马鹏阁（1976-），男，河南南阳人，博士，郑州航空工业管理学院教授、硕士生导师，主要研究方向为雷达信号处理、激光测距和无人机数据链等。" ]
  [ "黄开枝（1973-），女，安徽滁州人，博士，国家数字交换系统工程技术研究中心教授、博士生导师，主要研究方向为无线物理层安全、移动通信网络与信息安全等。" ]
  [ "李春国（1983-），男，山东胶州人，博士，东南大学教授、博士生导师，主要研究方向为多天线中继传输技术、短距离宽带极高速无线传输技术等。" ]
  [ "黄永明（1977-），男，江苏吴江人，博士，东南大学教授、博士生导师，主要研究方向为 MIMO 通信信号处理、毫米波通信和新型多址接入技术等。" ]
  [ "杨绿溪（1964-），男，安徽桐城人，博士，东南大学教授、博士生导师，主要研究方向为无线通信空时信号处理、协作通信和网络编码等。" ]
- 基金信息：
  
  国家自然科学基金资助项目(61372101);国家自然科学基金资助项目(61671144);国家自然科学基金资助项目(61701538);国家自然科学基金资助项目(U1404615);中央军委十三五预研基金资助项目(6140311030207);中国博士后科学基金资助项目(2018M633733);河南省高校科技创新团队支持计划基金资助项目(17IRTSTHN014);河南省科技攻关计划基金资助项目(182102210449);河南省高等学校重点科研基金资助项目(19A510024);江苏省高校自然科学研究面上项目(16KJB510008)
- DOI：10.11959/j.issn.1000-436x.2018120
  中图分类号： TN92
- 网络出版日期：2018-07，
  
  纸质出版日期：2018-07-25
- 稿件说明：
移动端阅览
王毅, 马鹏阁, 黄开枝, 等. 导频序列长度对多用户大规模MIMO FDD系统速率的性能影响及优化[J]. 通信学报, 2018,39(7):92-102.

Yi WANG, Pengge MA, Kaizhi HUANG, et al. Effects and optimization of pilot sequence length on rate in multiuser massive MIMO FDD system[J]. Journal on communications, 2018, 39(7): 92-102.
王毅, 马鹏阁, 黄开枝, 等. 导频序列长度对多用户大规模MIMO FDD系统速率的性能影响及优化[J]. 通信学报, 2018,39(7):92-102. DOI： 10.11959/j.issn.1000-436x.2018120.

Yi WANG, Pengge MA, Kaizhi HUANG, et al. Effects and optimization of pilot sequence length on rate in multiuser massive MIMO FDD system[J]. Journal on communications, 2018, 39(7): 92-102. DOI： 10.11959/j.issn.1000-436x.2018120.

摘要

针对多用户大规模MIMO FDD下行链路系统，分析了导频序列长度随基站天线数变化时对系统下行遍历速率的渐进性能影响。利用确定性等价原理，推导出遍历速率的解析表达式，基于此分析得出：归一化导频开销（导频序列长度与天线数之比）趋近于0时，仍可满足传输速率随基站天线数增加而无限增加；固定导频序列长度而只增加基站天线数，系统传输速率将出现饱和效应。进一步地，在有限的信道相干时间内，以系统和速率最大化为目标来优化导频序列长度，并在特殊相关信道模型下，借助于Lambert W函数，推导最优导频序列长度的闭式解。仿真结果验证了理论分析的正确性和最优导频序列闭合解的有效性。

Abstract

The effect of pilot sequence length on the asymptotic performance of the ergodic rate was investigated for the multiuser massive multiple-input multiple-output (MIMO) frequency division duplexing (FDD) downlink system.Firstly

the analytical expression of the ergodic rate was derived by using the principle of deterministic equivalence

based on which

it was discovered from the analytical results in two-fold that the normalized pilot sequence length (defined as the pilot sequence length divided by the number of BS antennas) tends to zero yet the rate was guaranteed to grow large without limit as long as the BS antenna number continues to increase

the rate saturates to a certain level if the BS antenna number becomes large with fixed pilot sequence length.Moreover

the pilot sequence length was optimized based on the sum-rate maximization within a finite channel coherence time

and a closed-form solution was deduced under a special correlated channel by means of Lambert W function.Simulation results validate the correctness of the theoretical analysis results and verify the effectiveness of the proposed closed-form solution of the optimal pilot sequence length.

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