Limited Feedback Hybrid Precoding for Multi-User Millimeter Wave Systems

被引:836
|
作者
Alkhateeb, Ahmed [1 ]
Leus, Geert [3 ]
Heath, Robert W., Jr. [2 ]
机构
[1] Univ Texas Austin, Dept Elect & Comp Engn, Wireless Networking & Commun Grp, Austin, TX 78712 USA
[2] Univ Texas Austin, Dept Elect & Comp Engn, Austin, TX 78712 USA
[3] Delft Univ Technol, Fac Elect Engn Math & Comp Sci, Delft, Netherlands
基金
美国国家科学基金会;
关键词
Millimeter wave communication; multi-user hybrid precoding; limited-feedback; MIMO; CHANNEL; COMMUNICATION; CAPACITY; PROTOCOL;
D O I
10.1109/TWC.2015.2455980
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Antenna arrays will be an important ingredient in millimeter-wave (mmWave) cellular systems. A natural application of antenna arrays is simultaneous transmission to multiple users. Unfortunately, the hardware constraints in mmWave systems make it difficult to apply conventional lower frequency multiuser MIMO precoding techniques at mmWave. This paper develops low-complexity hybrid analog/digital precoding for downlink multiuser mmWave systems. Hybrid precoding involves a combination of analog and digital processing that is inspired by the power consumption of complete radio frequency and mixed signal hardware. The proposed algorithm configures hybrid precoders at the transmitter and analog combiners at multiple receivers with a small training and feedback overhead. The performance of the proposed algorithm is analyzed in the large dimensional regime and in single-path channels. When the analog and digital precoding vectors are selected from quantized codebooks, the rate loss due to the joint quantization is characterized, and insights are given into the performance of hybrid precoding compared with analog-only beamforming solutions. Analytical and simulation results show that the proposed techniques offer higher sum rates compared with analog-only beamforming solutions, and approach the performance of the unconstrained digital beamforming with relatively small codebooks.
引用
收藏
页码:6481 / 6494
页数:14
相关论文
共 50 条
  • [1] Hybrid SLNR Precoding for Multi-user Millimeter Wave MIMO Systems
    Gautam, Prabhat Raj
    Zhang, Li
    [J]. 2019 22ND INTERNATIONAL SYMPOSIUM ON WIRELESS PERSONAL MULTIMEDIA COMMUNICATIONS (WPMC), 2019,
  • [2] Achievable Rates of Multi-User Millimeter Wave Systems with Hybrid Precoding
    Alkhateeb, Ahmed
    Heath, Robert W., Jr.
    Leus, Geert
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION WORKSHOP (ICCW), 2015, : 1232 - 1237
  • [3] Multi-User Precoding and Channel Estimation for Hybrid Millimeter Wave Systems
    Zhao, Lou
    Ng, Derrick Wing Kwan
    Yuan, Jinhong
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2017, 35 (07) : 1576 - 1590
  • [4] A Kalman Based Hybrid Precoding for Multi-User Millimeter Wave MIMO Systems
    Vizziello, Anna
    Savazzi, Pietro
    Chowdhury, Kaushik R.
    [J]. IEEE ACCESS, 2018, 6 : 55712 - 55722
  • [5] On the Multi-user MIMO Hybrid Precoding Design in Millimeter Wave Cellular Systems
    Elmagzoub, Hisham M.
    Chen, Qingchun
    [J]. 2018 INTERNATIONAL CONFERENCE ON MICROWAVE AND MILLIMETER WAVE TECHNOLOGY (ICMMT2018), 2018,
  • [6] Hybrid Precoding for Wideband Multi-user MIMO Millimeter Wave System
    Li Qianrui
    [J]. 2019 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2019,
  • [7] Frequency Selective Hybrid Precoding for Limited Feedback Millimeter Wave Systems
    Alkhateeb, Ahmed
    Heath, Robert W., Jr.
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2016, 64 (05) : 1801 - 1818
  • [8] Single-User Versus Multi-User Precoding for Millimeter Wave MIMO Systems
    Raghavan, Vasanthan
    Subramanian, Sundar
    Cezanne, Juergen
    Sampath, Ashwin
    Koymen, Ozge Hizir
    Li, Junyi
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2017, 35 (06) : 1387 - 1401
  • [9] Channel-Reconstruction-Based Hybrid Precoding for Millimeter-Wave Multi-User MIMO Systems
    Castellanos, Miguel R.
    Raghavan, Vasanthan
    Ryu, Jung H.
    Koymen, Ozge H.
    Li, Junyi
    Love, David J.
    Peleato, Borja
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2018, 12 (02) : 383 - 398
  • [10] Hybrid Precoding Based on Monopulse Ratio for Millimeter Wave Systems With Limited Feedback
    Kim, Hoil
    Chae, Chan-Byoung
    Kim, Kwang Soon
    [J]. IEEE ACCESS, 2020, 8 : 175329 - 175346