Low complexity hybrid precoding method in mmWave massive MIMO system

Jianwei XIANG; Xiulan YU; Xiaorong JING

doi:10.11959/j.issn.1000-0801.2016219

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Low complexity hybrid precoding method in mmWave massive MIMO system

Research and Development | 更新时间：2024-06-05

- Low complexity hybrid precoding method in mmWave massive MIMO system
- Telecommunications Science Vol. 32, Issue 9, Pages: 10-15(2016)
- 作者机构：
  
  1. 重庆邮电大学通信与信息工程学院，重庆 400065
  2. 移动通信技术重庆市重点实验室，重庆 400065
- 作者简介：
- 基金信息：
- DOI：10.11959/j.issn.1000-0801.2016219
  CLC： TN919
- Published Online：2016-09，
  
  Published：15 September 2016
- 稿件说明：
移动端阅览
Jianwei XIANG, Xiulan YU, Xiaorong JING. Low complexity hybrid precoding method in mmWave massive MIMO system[J]. Telecommunications science, 2016, 32(9): 10-15.
DOI：

Jianwei XIANG, Xiulan YU, Xiaorong JING. Low complexity hybrid precoding method in mmWave massive MIMO system[J]. Telecommunications science, 2016, 32(9): 10-15. DOI： 10.11959/j.issn.1000-0801.2016219.

摘要

针对毫米波大规模多输入多输出(MIMO)系统混合预编码方案设计的难点，提出了一种低复杂度混合预编码方法。首先基于奇异值分解，构造初始射频(RF)预编码矩阵，然后构造数字预编码矩阵。进而将残差矩阵最大左奇异矢量构造的矢量添加到RF矩阵的最后一列，以更新初始RF矩阵。经过多次迭代，从而形成最终RF预编码矩阵。最后基于最小二乘准则设计数字预编码矩阵。理论分析和仿真结果表明，相比于基于正交匹配追踪(OMP)算法的混合预编码设计方法，该方法在计算复杂度大幅下降的同时，其性能远远优于基于OMP算法的混合预编码方法，同时在数据流数相对较小时，其性能接近最优的全数字预编码设计方法。

Abstract

A low-complexity hybrid precoding method was proposed to design the hybrid precoding for mmWave massive MIMO system.Firstly

an initial radio frequency(RF)precoding matrix was constructed based on the singular value decomposition.Then an updated RF matrix was constructed by placing the vector which was constructed by the biggest left singular vectors of the residual matrix onto the last column of the initial RF matrix.By multiple iterations

the resultant RF precoding matrix can be obtained and the digital precoding matrix was designed based on the least square criterion.Theoretical analysis and simulation results show that the proposed algorithm greatly outperforms the hybrid precoding method based on orthogonal matching pursuit(OMP)algorithm with much reduced computational complexity.Additionally

the proposed hybrid precoding method has almost the same performance as the full digital precoding method when the number of data stream is relatively less.

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references

ANDREWS J G , BUZZI S , CHOI W , et al . What will 5G be [J ] . IEEE Journal on Selected Areas in Communications , 2014 , 32 ( 6 ): 1065 - 1082 .

RAPPAPORT T S , SUN S , MAYZUS R , et al . Millimeter wave mobile communications for 5G cellular:it will work! [J ] . IEEE Access , 2013 ( 1 ): 335 - 349 .

DOAN C H , EMAMI S , SOBEL D A , et al . Design considerations for 60 GHz CMOS radios [J ] . IEEE Communications Magazine , 2004 , 42 ( 12 ): 132 - 140 .

SWINDLEHURST A L , AYANOGLU E , HEYDARI P , et al . Millimeter-wave massive MIMO:the next wireless revolution [J ] . IEEE Communications Magazine , 2014 , 52 ( 9 ): 56 - 62 .

ELAYACH O , RAJAGOPAL S,ABU-SURRA S , et al . Spatially sparse precoding in millimeter wave MIMO systems [J ] . IEEE Transactions on Wireless Communications , 2014 , 13 ( 3 ): 1499 - 1513 .

LEE Y Y , WANG C H , HUANG Y H . A hybrid RF/baseband precoding processor based on parallel-index-selection matrix-inversion-by-pass simultaneous orthogonal matching pursuit for millimeter wave MIMO systems [J ] . IEEE Transactions on Signal Processing , 2015 , 63 ( 2 ): 305 - 317 .

RUSU C,MENDEZ-RIAL R,GONZALEZ-PRELCICY N , et al . Low complexity hybrid sparse precoding and combining in millimeter wave MIMO systems [C ] // 2015 IEEE International Conference on Communications(ICC),June 8-12,2015,London,UK . New Jersey:IEEE Press , 2015 : 1340 - 1345 .

SOHRABI F , YU W . Hybrid digital and analog beamforming design for large-scale MIMO systems [C ] // 2015 IEEE International Conference on Acoustics,Speech and Signal Processing (ICASSP),April 19-24,2015,South Brisbane,Australia . New Jersey:IEEE Press , 2015 : 2929 - 2933 .

KIM C , KIM T , SEOL J Y . Multi-beam transmission diversity with hybrid beam-forming for MIMO-OFDM systems [C ] // Globecom Workshops(GC Wkshps),Dec 9-13,2013,Atlanta,USA . New Jersey:IEEE Press , 2013 : 61 - 65 .

SINGH J , RAMAKRISHNA S . On the feasibility of codebook-based beamforming in millimeter wave systems with multiple antenna arrays [J ] . IEEE Transactions on Wireless Communications , 2015 , 14 ( 5 ): 2670 - 2683 .

GAO X , DAI L , HAN S , et al . Energy-efficient hybrid analog and digital precoding for mmWave MIMO systems with large antenna arrays [J ] . IEEE Journal on Selected Areas in Communications , 2016 , 34 ( 4 ): 998 - 1009 .

RAPPAPORT T S , HEATH R W , DANIELS R C , et al . Millimeter wave wireless communications [M ] . New York : Pearson EducationPress , 2014 .

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