Hybrid Beamforming Design for Self-Interference Cancellation in Full-Duplex Millimeter-Wave MIMO Systems with Dynamic Subarrays

被引:4
作者
Wang, Gengshan [1 ,2 ,3 ,4 ]
Yang, Zhijia [1 ,2 ,3 ]
Gong, Tierui [5 ]
机构
[1] Chinese Acad Sci, Shenyang Inst Automat, State Key Lab Robot, Shenyang 110016, Peoples R China
[2] Chinese Acad Sci, Key Lab Networked Control Syst, Shenyang 110016, Peoples R China
[3] Chinese Acad Sci, Inst Robot & Intelligent Mfg, Shenyang 110169, Peoples R China
[4] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
[5] Singapore Univ Technol & Design, Engn Prod Dev Pillar, Singapore 487372, Singapore
关键词
millimeter wave; full-duplex; hybrid beamforming; self-interference cancellation; dynamic subarrays; PHASE SHIFTERS; CHALLENGES; WIRELESS;
D O I
10.3390/e24111687
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Full-duplex (FD) millimeter-wave (mmWave) multiple-input multiple-output (MIMO) communication is a promising solution for the extremely high-throughput requirements in future cellular systems. The hybrid beamforming structure is preferable for its low hardware complexity and low power consumption with acceptable performance. In this paper, we introduce the hardware efficient dynamic subarrays to the FD mmWave MIMO systems and propose an effective hybrid beamforming design to cancel the self-interference (SI) in the considered system. First, assuming no SI, we obtain the optimal fully digital beamformers and combiners via the singular value decomposition of the uplink and downlink channels and the water-filling power allocation. Then, based on the obtained fully digital solutions, we get the dynamic analog solutions and digital solutions using the Kuhn-Munkres algorithm-aided dynamic hybrid beamforming design. Finally, we resort to the null space projection method to cancel the SI by projecting the obtained digital beamformer at the base station onto the null space of the equivalent SI channel. We further analyze the computational complexity of the proposed method. Numerical results demonstrate the superiority of the FD mmWave MIMO systems with the dynamic subarrays using the proposed method compared to the systems with the fixed subarrays and the half-duplex mmWave communications. When the number of RF chains is 6 and the signal-to-noise ratio is 10 dB, the proposed design outperforms the FD mmWave MIMO systems with fixed subarrays and the half-duplex mmWave communications, respectively, by 22.4% and 47.9% in spectral efficiency and 19.9% and 101% in energy efficiency.
引用
收藏
页数:18
相关论文
共 51 条
  • [1] Millimeter Wave Channel Modeling and Cellular Capacity Evaluation
    Akdeniz, Mustafa Riza
    Liu, Yuanpeng
    Samimi, Mathew K.
    Sun, Shu
    Rangan, Sundeep
    Rappaport, Theodore S.
    Erkip, Elza
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2014, 32 (06) : 1164 - 1179
  • [2] MIMO Precoding and Combining Solutions for Millimeter-Wave Systems
    Alkhateeb, Ahmed
    Mo, Jianhua
    Gonzalez-Prelcic, Nuria
    Heath, Robert W., Jr.
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2014, 52 (12) : 122 - 131
  • [3] Bharadia D., P 2013 ACM SIGCOMM, P375, DOI [10.1145/2486001.2486033, DOI 10.1145/2486001.2486033]
  • [4] Five Disruptive Technology Directions for 5G
    Boccardi, Federico
    Heath, Robert W., Jr.
    Lozano, Angel
    Marzetta, Thomas L.
    Popovski, Petar
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2014, 52 (02) : 74 - 80
  • [5] Boyd Stephen, 2004, Convex Optimization, DOI [DOI 10.1017/CBO9780511804441, 10.1017/CBO9780511804441]
  • [6] Low Resolution Phase Shifters Suffice for Full-Duplex mmWave Communications
    da Silva, Jose Mairton B., Jr.
    Sabharwal, Ashutosh
    Fodor, Gabor
    Fischione, Carlo
    [J]. 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS), 2019,
  • [7] 1-bit Phase Shifters for Large-Antenna Full-Duplex mmWave Communications
    da Silva, Jose Mairton Barros, Jr.
    Sabharwal, Ashutosh
    Fodor, Gabor
    Fischione, Carlo
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2020, 19 (10) : 6916 - 6931
  • [8] Experiment-Driven Characterization of Full-Duplex Wireless Systems
    Duarte, Melissa
    Dick, Chris
    Sabharwal, Ashutosh
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2012, 11 (12) : 4296 - 4307
  • [9] El Ayach O, 2013, IEEE GLOB COMM CONF, P3476, DOI 10.1109/GLOCOM.2013.6831611
  • [10] Spatially Sparse Precoding in Millimeter Wave MIMO Systems
    El Ayach, Omar
    Rajagopal, Sridhar
    Abu-Surra, Shadi
    Pi, Zhouyue
    Heath, Robert W., Jr.
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2014, 13 (03) : 1499 - 1513