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大规模MIMO系统的改进RTS信号检测算法

王茜竹 李楠

计算机工程与应用2018,Vol.54Issue(12):74-79,6.
计算机工程与应用2018,Vol.54Issue(12):74-79,6.DOI:10.3778/j.issn.1002-8331.1701-0205

大规模MIMO系统的改进RTS信号检测算法

Improved RTS signal detection algorithm for massive MIMO system

王茜竹 1李楠2

作者信息

  • 1. "新一代信息网络与终端"重庆市协同创新中心,重庆 400065
  • 2. 重庆邮电大学 电子信息与网络工程研究院,重庆 400065
  • 折叠

摘要

Abstract

Massive MIMO technology can effectively improve the spectrum efficiency and reduce the transmission power by increasing the number of antennas at the base station, making it a key technology in 5G mobile communication system. However, with the increase of the number of antennas, the complexity of the uplink signal detection increases significantly, the original detection algorithm cannot be achieved in reality. The Reactive Tabu Search(RTS)algorithm based on machine learning and artificial intelligence has become a hotspot in the industry with the advantage of low complexity. In this paper, RTS signal detection algorithm based on BC-GS(Block Constellations-Gauss Seidel)iterative method is pro-posed to reduce the computational complexity of initial solution to achieve the original BER performance.

关键词

大规模MIMO/5G/主动禁忌搜索算法/迭代算法/信号检测

Key words

large-scale MIMO/5G/Reactive Tabu Search(RTS)algorithm/iterative method/signal detection

分类

信息技术与安全科学

引用本文复制引用

王茜竹,李楠..大规模MIMO系统的改进RTS信号检测算法[J].计算机工程与应用,2018,54(12):74-79,6.

基金项目

国家科技重大专项资助项目(No.2016ZX03002019-007-001) (No.2016ZX03002019-007-001)

重庆市教委科学技术研究项目(No.KJ1500427) (No.KJ1500427)

重庆市南岸区协同创新项目. ()

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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