Improved Iterative Phase Based Hybrid Precoding with Low-Resolution Phase Shifter

被引：0
|
作者：
Li M.-Z. [1 ,2 ]
Liu N. [1 ]
机构：
[1] School of Computer and Information Security, Guilin University of Electronic Technology, Guilin, 541004, Guangxi
[2] School of Electronic Information Engineering, Shanghai Dianji University, Pudong, Shanghai
来源：
Liu, Ning (335872413@qq.com) | 1600年 / Univ. of Electronic Science and Technology of China卷 / 49期
关键词：
Hybrid precoding; Millimeter wave; Multiple-input multiple-output; Phase shifters;
D O I：
10.12178/1001-0548.2019167
中图分类号：
学科分类号：
摘要：
In the millimeter-wave massive multiple-input multiple-output (Massive-MIMO) system, the analog precoding algorithm with low-resolution phase shifter has a high algorithm complexity. To cope with the computational complexity problem, an improved iterative phase hybrid precoding algorithm is proposed. It decomposes the analog precoding optimization matrix into column vectors one by one, and uses the second-order rank matrix to obtain the suboptimal optimization function approximately. Then, the optimization function is transformed into a summation form and the optimal phase is obtained by iterative convergence. Meanwhile, in order to maximize hardware efficiency, an analog beamforming scheme with 1 bit resolution phaser is designed. Theoretical analysis and simulation results show that the proposed algorithm has lower computational complexity and improving spectral efficiency. © 2020, Editorial Board of Journal of the University of Electronic Science and Technology of China. All right reserved.
引用
收藏
页码：548 / 554
页数：6
相关论文
共 12 条
  • [1] PI Z, KHAN F, An introduction to millimeter-wave mobile broadband systems, IEEE Communications Magazine, 49, 6, pp. 101-107, (2011)
  • [2] HEATH R W, GONZALEZ-PRELCIC N, RANGAN S, Et al., An overview of signal processing techniques for millimeter wave MIMO systems, IEEE Journal of Selected Topics in Signal Processing, 10, 3, pp. 436-453, (2016)
  • [3] CHEN C E, An iterative hybrid transceiver design algorithm for millimeter wave MIMO systems, IEEE Wireless Communications Letters, 4, 3, pp. 285-288, (2015)
  • [4] OMAR E A, SRIDHAR R, SHADI A, Et al., Spatially sparse precoding in millimeter wave MIMO systems, IEEE Transactions on Wireless Communications, 13, 3, pp. 1499-1513, (2014)
  • [5] WANG Z G, LI M, TIAN X, Et al., Iterative hybrid precoder and combiner design for mmwave multiuser MIMO systems, IEEE Communications Letters, 21, 7, pp. 1581-1584, (2017)
  • [6] SOHRIABI F, YU W, Hybrid digital and analog beamforming design for large-scale antenna arrays, IEEE Journal of Selected Topics in Signal Processing, 10, 3, pp. 501-513, (2016)
  • [7] SELEEM H, SULYMAN A, ALSANIE A, Hybrid precoding-beamforming design with hadamard RF codebook for mmWave large-scale MIMO systems, IEEE Access, 5, 13, (2017)
  • [8] LIN Y P, On the quantization of phase shifters for hybrid precoding systems, IEEE Transactions on Signal Processing, 65, 9, pp. 2237-2246, (2017)
  • [9] WANG Z G, LI M, LIU Q, Hybrid precoder and combiner design with low-resolution phase shifters in mmWave MIMO systems, IEEE Journal of Selected Topics in Signal Processing, 12, 2, pp. 256-269, (2018)
  • [10] KAYSTINOS G, PADOS D, Rank-2-optimal adaptive design of binary spreading codes, IEEE Transactions on Information Theory, 53, 9, pp. 3075-3080, (2007)
12