Advanced Search
Volume 41 Issue 2
Jan.  2019
Turn off MathJax
Article Contents
Peizhong XIE, Rui SUN, Ting LI. Hybrid Precoding Algorithm Based on Successive Interference Cancellation for Millimeter Wave MIMO Systems[J]. Journal of Electronics & Information Technology, 2019, 41(2): 409-416. doi: 10.11999/JEIT180379
Citation: Peizhong XIE, Rui SUN, Ting LI. Hybrid Precoding Algorithm Based on Successive Interference Cancellation for Millimeter Wave MIMO Systems[J]. Journal of Electronics & Information Technology, 2019, 41(2): 409-416. doi: 10.11999/JEIT180379

Hybrid Precoding Algorithm Based on Successive Interference Cancellation for Millimeter Wave MIMO Systems

doi: 10.11999/JEIT180379
Funds:  The National Natural Science Foundation of China (61771254)
  • Received Date: 2018-04-25
  • Rev Recd Date: 2018-09-07
  • Available Online: 2018-09-25
  • Publish Date: 2019-02-01
  • This paper investigates the design of hybrid analog and digital precoder and combiner for multi-user millimeter wave MIMO systems. Considering the problem of signal interference between multiple users due to diffuse scattering of signal propagation, a robust hybrid precoding algorithm based on Successive Interference Cancellation (SIC) is proposed. By deducing the orthogonal decomposition formula of the channel matrix to eliminate the interference from the known users’ signals, the multi-user links optimization problem with nonconvex constraints can be decompose into multiple single-user link optimization problems. The phase extraction algorithm is then used to search each user’s optimal transmission link one by one, and the multi-user hybrid precoding matrix is obtained in combination with Minimum Mean Square Error (MMSE) criterion. Simulation results show that the proposed algorithm has significant performance advantages compared with the existing hybrid precoding algorithms under severe interference conditions.

  • loading
  • ANDREWS J G, BUZZI S, WAN C, et al. What will 5G be?[J]. IEEE Journal on Selected Areas in Communications, 2014, 32(6): 1065–1082. doi: 10.1109/JSAC.2014.2328098
    RAPPAPORT T S, SUN S, MAYZUS R, et al. Millimeter wave mobile communications for 5G cellular: It will work![J]. IEEE Access, 2013, 1(1): 335–349. doi: 10.1109/ACCESS.2013.2260813
    BAI Tiangang and HEATH R W. Coverage and rate analysis for millimeter-wave cellular networks[J]. IEEE Transactions on Wireless Communications, 2015, 14(2): 1100–1114. doi: 10.1109/TWC.2014.2364267
    RUSEK F, PERSSON D, and LAU B K. Scaling up MIMO: Opportunities and challenges with very large arrays[J]. IEEE Signal Processing Magazine, 2013, 30(1): 40–60. doi: 10.1109/MSP.2011.2178495
    AMADORI P V and MASOUROS C. Interference-driven antenna selection for massive multiuser MIMO[J]. IEEE Transactions on Vehicular Technology, 2016, 65(8): 5944–5958. doi: 10.1109/TVT.2015.2477457
    AMADORI P V and MASOUROS C. Large scale antenna selection and precoding for interference exploitation[J]. IEEE Transactions on Communications, 2017, 65(10): 4529–4542. doi: 10.1109/TCOMM.2017.2720733
    VENKATESWARAN V and van der VEEN A J. Analog beamforming in MIMO communications with phase shift networks and online channel estimation[J]. IEEE Transactions on Signal Processing, 2010, 58(8): 4131–4143. doi: 10.1109/TSP.2010.2048321
    GHOLAM F, VIA J, and SANTAMARIA I. Beamforming design for simplified analog antenna combining architectures[J]. IEEE Transactions on Vehicular Technology, 2011, 60(5): 2373–2378. doi: 10.1109/TVT.2011.2142205
    AYACH O E, 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. doi: 10.1109/TWC.2014.011714.130846
    YU Xianghao, SHEN J C, ZHANG Jun, et al. Alternating minimization algorithms for hybrid precoding in millimeter wave MIMO systems[J]. IEEE Journal of Selected Topics in Signal Processing, 2016, 10(3): 485–500. doi: 10.1109/JSTSP.2016.2523903
    ALKHATEEB A, LEUS G, and HEATH R W. Limited feedback hybrid precoding for multi-user millimeter wave systems[J]. IEEE Transactions on Wireless Communications, 2015, 14(11): 6481–6494. doi: 10.1109/TWC.2015.2455980
    NGUYEN D H N, LE L B, and LE-NGOC T. Hybrid MMSE precoding for mmWave multiuser MIMO systems[C]. 2016 IEEE International Conference on Communications, Kuala Lumpur, Malaysia, 2016: 1–6.
    唐俊林, 曾媛, 岳光荣, 等. 60 GHz毫米波通信中贪婪迭代的波束成形方法[J]. 信号处理, 2017, 33(5): 669–675. doi: 10.16798/j.issn.1003-0530.2017.05.003

    TANG Junlin, ZENG Yuan, YUE Guangrong, et al. Greedy iterative beamforming method in 60 GHz millimeter wave communication[J]. Journal of Signal Processing, 2017, 33(5): 669–675. doi: 10.16798/j.issn.1003-0530.2017.05.003
    LIANG Le, XU Wei, and DONG Xiaodai. Low-complexity hybrid precoding in massive multiuser MIMO systems[J]. IEEE Wireless Communications Letters, 2014, 3(6): 653–656. doi: 10.1109/LWC.2014.2363831
    黄天宇, 马林华, 胡星, 等. 一种实用的毫米波大规模MIMO混合预编码算法[J]. 电子与信息学报, 2017, 39(8): 1788–1795. doi: 10.11999/JEIT161211

    HUANG Tianyu, MA Linhua, HU Xing, et al. Practical hybrid precoding algorithm for millimeter wave massive MIMO[J]. Journal of Electronics &Information Technology, 2017, 39(8): 1788–1795. doi: 10.11999/JEIT161211
    CHEN Jiaxuan, ZHAO Peiyao, WANG Zhaocheng, et al. Enhanced beam selection for multi-user mm-wave massive MIMO systems[J]. Electronics Letters, 2016, 52(14): 1268–1270. doi: 10.1049/el.2016.0771
    RAPPAPORT T S, MACCARTNEY G R, SAMIMI M K, et al. Wideband millimeter-wave propagation measurements and channel models for future wireless communication system design[J]. IEEE Transactions on Communications, 2015, 63(9): 3029–3056. doi: 10.1109/TCOMM.2015.2434384
    李元稳, 何世文, 李春国, 等. 多用户毫米波MIMO系统中基于信道互易性的混合模数预编码算法[J]. 信号处理, 2016, 32(8): 922–930. doi: 10.16798/j.issn.1003-0530.2016.08.06

    LI Yuanwen, HE Shiwen, LI Chunguo, et al. Hybrid analog and digital precoding algorithm based on channel reciprocity for multi-user millimeter wave MIMO systems[J]. Journal of Signal Processing, 2016, 32(8): 922–930. doi: 10.16798/j.issn.1003-0530.2016.08.06
    GAO Xinyu, DAI Linglong, HAN Shuangfeng, 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. doi: 10.1109/JSAC.2016.2549418
    ZHANG Didi, WANG Yafeng, LI Xuehua, et al. Hybridly connected structure for hybrid beamforming in mmWave massive MIMO systems[J]. IEEE Transactions on Communications, 2018, 66(2): 662–674. doi: 10.1109/TCOMM.2017.2756882
    束锋, 杨淑萍, 许正文, 等. 毫米波无线通信系统混合波束成形综述[J]. 数据采集与处理, 2017, 32(3): 454–462. doi: 10.16337/j.1004-9037.2017.03.003

    SHU Feng, YANG Shuping, XU Zhengwen, et al. Overview of hybrid beamforming for millimeter wave systems[J]. Journal of Data Acquisition and Processing, 2017, 32(3): 454–462. doi: 10.16337/j.1004-9037.2017.03.003
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Figures(6)  / Tables(1)

    Article Metrics

    Article views (3282) PDF downloads(105) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return