Advanced Search
Turn off MathJax
Article Contents
CHEN Xiao, SHI Jianfeng, ZHU Jianyue, PAN Cunhua. General Low-complexity Beamforming Designs for Reconfigurable Intelligent Surface-aided Multi-user Systems[J]. Journal of Electronics & Information Technology. doi: 10.11999/JEIT240051
Citation: CHEN Xiao, SHI Jianfeng, ZHU Jianyue, PAN Cunhua. General Low-complexity Beamforming Designs for Reconfigurable Intelligent Surface-aided Multi-user Systems[J]. Journal of Electronics & Information Technology. doi: 10.11999/JEIT240051

General Low-complexity Beamforming Designs for Reconfigurable Intelligent Surface-aided Multi-user Systems

doi: 10.11999/JEIT240051
Funds:  The National Natural Science Foundation of China (62101273, 62201274), The Natural Science Foundation of Jiangsu Province of China (BK20210641, BK20220439)
  • Received Date: 2024-01-24
  • Rev Recd Date: 2024-03-15
  • Available Online: 2024-03-26
  • General low-complexity joint beamforming designs are proposed for Reconfigurable Intelligent Surface (RIS) assisted multi-user systems. First, the non-convex optimization problem of joint beamforming design is analyzed to maximize sum data rate for RIS-aided multi-user systems. Second, the RIS reflection matrix is designed by using the approximation orthogonality of the beam steering vectors, and the transmit beamforming at the base station is derived from the zero forcing method, and the power allocation is optimized for multiple users. Finally, it is found that the proposed scheme has wide applicability and an order of magnitude reduction on computational complexity than that of existing work. Numerical results show that the proposed beamforming design can achieve high sum data rate, which can be further improved by employing the optimal power allocation. Besides, both the simulation results and theoretical analysis indicate that the sum data rate changes with the RIS location, which provides reference standards for the selection of RIS location.
  • loading
  • [1]
    YOU Xiaohu, WANG Chengxiang, HUANG Jie, et al. Towards 6G wireless communication networks: Vision, enabling technologies, and new paradigm shifts[J]. Science China Information Sciences, 2021, 64(1): 110301. doi: 10.1007/s11432-020-2955-6.
    [2]
    ZHANG Zhengquan, XIAO Yue, MA Zheng, et al. 6G wireless networks: Vision, requirements, architecture, and key technologies[J]. IEEE Vehicular Technology Magazine, 2019, 14(3): 28–41. doi: 10.1109/MVT.2019.2921208.
    [3]
    WU Qingqing and ZHANG Rui. Intelligent reflecting surface enhanced wireless network via joint active and passive beamforming[J]. IEEE Transactions on Wireless Communications, 2019, 18(11): 5394–5409. doi: 10.1109/TWC.2019.2936025.
    [4]
    HUANG Chongwen, ZAPPONE A, ALEXANDROPOULOS G C, et al. Reconfigurable intelligent surfaces for energy efficiency in wireless communication[J]. IEEE Transactions on Wireless Communications, 2019, 18(8): 4157–4170. doi: 10.1109/TWC.2019.2922609.
    [5]
    JIANG Hao, RUAN Chengyao, ZHANG Zaichen, et al. A general wideband non-stationary stochastic channel model for intelligent reflecting surface-assisted MIMO communications[J]. IEEE Transactions on Wireless Communications, 2021, 20(8): 5314–5328. doi: 10.1109/TWC.2021.3066806.
    [6]
    WU Qingqing, ZHANG Shuowen, ZHENG Beixiong, et al. Intelligent reflecting surface-aided wireless communications: A tutorial[J]. IEEE Transactions on Communications, 2021, 69(5): 3313–3351. doi: 10.1109/TCOMM.2021.3051897.
    [7]
    李兴旺, 田志发, 张建华, 等. IRS辅助NOMA网络下隐蔽性能研究[J]. 中国科学: 信息科学, 2023. doi: 10.1360/SSI-2023-0174.

    LI Xingwang, TIAN Zhifa, ZHANG Jianhua, et al. Performance analysis of covert communication in IRS-assisted NOMA networks[J]. Scientia Sinica Informationis, 2023. doi: 10.1360/SSI-2023-0174.
    [8]
    LIU Yuanwei, LIU Xiao, MU Xidong, et al. Reconfigurable intelligent surfaces: Principles and opportunities[J]. IEEE Communications Surveys & Tutorials, 2021, 23(3): 1546–1577. doi: 10.1109/COMST.2021.3077737.
    [9]
    YAN Wenjing, YUAN Xiaojun, HE Zhenqing, et al. Passive beamforming and information transfer design for reconfigurable intelligent surfaces aided multiuser MIMO systems[J]. IEEE Journal on Selected Areas in Communications, 2020, 38(8): 1793–1808. doi: 10.1109/JSAC.2020.3000811.
    [10]
    GUO Huayan, LIANG Yingchang, CHEN Jie, et al. Weighted sum-rate maximization for reconfigurable intelligent surface aided wireless networks[J]. IEEE Transactions on Wireless Communications, 2020, 19(5): 3064–3076. doi: 10.1109/TWC.2020.2970061.
    [11]
    PAN Cunhua, REN Hong, WANG Kezhi, et al. Multicell MIMO communications relying on intelligent reflecting surfaces[J]. IEEE Transactions on Wireless Communications, 2020, 19(8): 5218–5233. doi: 10.1109/TWC.2020.2990766.
    [12]
    LIU Sifan, LIU Rang, LI Ming, et al. Joint BS-RIS-user association and beamforming design for RIS-assisted cellular networks[J]. IEEE Transactions on Vehicular Technology, 2023, 72(5): 6113–6128. doi: 10.1109/TVT.2022.3231347.
    [13]
    李国权, 党刚, 林金朝, 等. RIS辅助的MISO系统安全鲁棒波束赋形算法[J]. 电子与信息学报, 2023, 45(8): 2867–2875. doi: 10.11999/JEIT220894.

    LI Guoquan, DANG Gang, LIN Jinzhao, et al. Secure and robust beamforming algorithm for RIS assisted MISO systems[J]. Journal of Electronics & Information Technology, 2023, 45(8): 2867–2875. doi: 10.11999/JEIT220894.
    [14]
    WANG Peilan, FANG Jun, DAI Linglong, et al. Joint transceiver and large intelligent surface design for massive MIMO mmWave systems[J]. IEEE Transactions on Wireless Communications, 2021, 20(2): 1052–1064. doi: 10.1109/TWC.2020.3030570.
    [15]
    HE Zhenyao, SHEN Hong, XU Wei, et al. Low-cost passive beamforming for RIS-aided wideband OFDM systems[J]. IEEE Wireless Communications Letters, 2022, 11(2): 318–322. doi: 10.1109/LWC.2021.3126852.
    [16]
    AN Jiancheng, XU Chao, GAN Lu, et al. Low-complexity channel estimation and passive beamforming for RIS-assisted MIMO systems relying on discrete phase shifts[J]. IEEE Transactions on Communications, 2022, 70(2): 1245–1260. doi: 10.1109/TCOMM.2021.3127924.
    [17]
    ALMEKHLAFI M, ARFAOUI M A, ASSI C, et al. A low complexity passive beamforming design for reconfigurable intelligent surface (RIS) in 6G networks[J]. IEEE Transactions on Vehicular Technology, 2023, 72(5): 6309–6321. doi: 10.1109/TVT.2022.3233469.
    [18]
    SU Ruochen, DAI Linglong, and NG D W K. Wideband precoding for RIS-aided THz communications[J]. IEEE Transactions on Communications, 2023, 71(6): 3592–3604. doi: 10.1109/TCOMM.2023.3263230.
    [19]
    ZHANG Zijian and DAI Linglong. A joint precoding framework for wideband reconfigurable intelligent surface-aided cell-free network[J]. IEEE Transactions on Signal Processing, 2021, 69: 4085–4101. doi: 10.1109/TSP.2021.3088755.
    [20]
    WU Qingqing and ZHANG Rui. Towards smart and reconfigurable environment: Intelligent reflecting surface aided wireless network[J]. IEEE Communications Magazine, 2020, 58(1): 106–112. doi: 10.1109/MCOM.001.1900107.
    [21]
    LI Xingwang, GAO Xuesong, LIU Yingting, et al. Overlay CR-NOMA assisted intelligent transportation system networks with imperfect SIC and CEEs[J]. Chinese Journal of Electronics, 2023, 32(6): 1258–1270. doi: 10.23919/cje.2022.00.071.
    [22]
    TANG Wankai, CHEN Mingzheng, CHEN Xiangyu, et al. Wireless communications with reconfigurable intelligent surface: Path loss modeling and experimental measurement[J]. IEEE Transactions on Wireless Communications, 2021, 20(1): 421–439. doi: 10.1109/TWC.2020.3024887.
  • 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(5)  / Tables(2)

    Article Metrics

    Article views (54) PDF downloads(2) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return