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Volume 45 Issue 8
Aug.  2023
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LI Guoquan, DANG Gang, LIN Jinzhao, XU Yongjun, HUANG Zhengwen. 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
Citation: LI Guoquan, DANG Gang, LIN Jinzhao, XU Yongjun, HUANG Zhengwen. 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

Secure and Robust Beamforming Algorithm for RIS Assisted MISO Systems

doi: 10.11999/JEIT220894
Funds:  The National Key Research and Development Program of China (2019YFC1511300), The National Natural Science Foundation of China (U21A20447), The Natural Science Foundation of Chongqing (cstc2020jcyj-cxttX0002)
  • Received Date: 2022-07-04
  • Rev Recd Date: 2023-02-27
  • Available Online: 2023-03-13
  • Publish Date: 2023-08-21
  • To solve the problem of information transmission security caused by wireless channel openness and system transmission performance deterioration caused by channel estimation error, a Charnes-Cooper robust beamforming algorithm is proposed for Reconfigurable Intelligent Surface (RIS) assisted Multiple-Input Single-Output (MISO) systems with eavesdroppers. A bounded channel uncertainty model is established for the eavesdropper, and the base station beamforming and RIS phase shift are jointly optimized to maximize user secrecy rate based on the constraints of maximum transmit power and RIS phase shifts. To solve the non-convex problem, it is first converted to a convex optimization problem by variable substitution, Charnes-Cooper method and S-procedure method, and then the coupling variables are indirectly and alternately optimized to obtain robust beamforming matrix and RIS phase shifts. Simulation results show that the proposed RIS-based joint optimization algorithm has better user confidentiality and robustness.
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  • [1]
    胡莹, 黄永明, 俞菲, 等. 多用户大规模MIMO系统能效资源分配算法[J]. 电子与信息学报, 2015, 37(9): 2198–2203. doi: 10.11999/JEIT150088

    HU Ying, HUANG Yongming, YU Fei, et al. Energy-efficient resource allocation based on multi-user massive MIMO system[J]. Journal of Electronics &Information Technology, 2015, 37(9): 2198–2203. doi: 10.11999/JEIT150088
    [2]
    金梁, 宋昊天, 钟州, 等. 多用户大规模MIMO自适应安全传输策略[J]. 电子与信息学报, 2018, 40(6): 1468–1475. doi: 10.11999/JEIT170974

    JIN Liang, SONG Haotian, ZHONG Zhou, et al. Adaptive secure transmission strategy for multiuser massive MIMO[J]. Journal of Electronics &Information Technology, 2018, 40(6): 1468–1475. doi: 10.11999/JEIT170974
    [3]
    LI Guoquan, HONG Zijie, PANG Yu, et al. Resource allocation for sum-rate maximization in NOMA-based generalized spatial modulation[J]. Digital Communications and Networks, 2022, 8(6): 1077–1084. doi: 10.1016/j.dcan.2022.02.005
    [4]
    LI Guoquan, ZHANG Hui, WANG Yuhui, et al. QoS guaranteed power minimization and beamforming for IRS-assisted NOMA systems[J]. IEEE Wireless Communications Letters, 2023, 12(3): 391–395. doi: 10.1109/LWC.2022.3189272
    [5]
    HUANG Chongwen, HU Sha, ALEXANDROPOULOS G C, et al. Holographic MIMO surfaces for 6G wireless networks: Opportunities, challenges, and trends[J]. IEEE Wireless Communications, 2020, 27(5): 118–125. doi: 10.1109/MWC.001.1900534
    [6]
    ZHOU Gui, PAN Cunhua, REN Hong, et al. Robust beamforming design for intelligent reflecting surface aided MISO communication systems[J]. IEEE Wireless Communications Letters, 2020, 9(10): 1658–1662. doi: 10.1109/LWC.2020.3000490
    [7]
    ALMOHAMAD A, TAHIR A M, AL-KABABJI A, et al. Smart and secure wireless communications via reflecting intelligent surfaces: A short survey[J]. IEEE Open Journal of the Communications Society, 2020, 1: 1442–1456. doi: 10.1109/OJCOMS.2020.3023731
    [8]
    CHEN Jie, LIANG Yingchang, PEI Yiyang, et al. Intelligent reflecting surface: A programmable wireless environment for physical layer security[J]. IEEE Access, 2019, 7: 82599–82612. doi: 10.1109/ACCESS.2019.2924034
    [9]
    WU Qingqing and ZHANG Rui. Intelligent reflecting surface enhanced wireless network: Joint active and passive beamforming design[C]. 2018 IEEE Global Communications Conference, Abu Dhabi, United Arab Emirates, 2018: 1–6. doi: 10.1109/GLOCOM.2018.8647620.
    [10]
    FU Min, ZHOU Yong, and SHI Yuanming. Intelligent reflecting surface for downlink non-orthogonal multiple access networks[C]. 2019 IEEE Globecom Workshops, Waikoloa, USA, 2019: 1–6. doi: 10.1109/GCWkshps45667.2019.9024675.
    [11]
    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
    [12]
    YU Xianghao, XU Dongfang, and SCHOBER R. Enabling secure wireless communications via intelligent reflecting surfaces[C]. 2019 IEEE Global Communications Conference, Waikoloa, USA, 2019: 1–6. doi: 10.1109/GLOBECOM38437.2019.9014322.
    [13]
    XU Dongfang, YU Xianghao, SUN Yan, et al. Resource allocation for secure IRS-assisted multiuser MISO systems[C]. 2019 IEEE Globecom Workshops, Waikoloa, USA, 2019: 1–6. doi: 10.1109/GCWkshps45667.2019.9024490.
    [14]
    WANG Qun, ZHOU Fuhui, HU R Q, et al. Energy efficient robust beamforming and cooperative jamming design for IRS-assisted MISO networks[J]. IEEE Transactions on Wireless Communications, 2021, 20(4): 2592–2607. doi: 10.1109/TWC.2020.3043325
    [15]
    景小荣, 宋振远, 高维, 等. 智能反射表面辅助的MISO通信系统的物理层安全设计方案[J]. 通信学报, 2022, 43(1): 117–126. doi: 10.11959/j.issn.1000-436x.2022018

    JING Xiaorong, SONG Zhenyuan, GAO Wei, et al. Design scheme of physical layer security for intelligent reflecting surface-assisted MISO communication system[J]. Journal on Communications, 2022, 43(1): 117–126. doi: 10.11959/j.issn.1000-436x.2022018
    [16]
    YU Xianghao, XU Dongfang, SUN Ying, et al. Robust and secure wireless communications via intelligent reflecting surfaces[J]. IEEE Journal on Selected Areas in Communications, 2020, 38(11): 2637–2652. doi: 10.1109/JSAC.2020.3007043
    [17]
    GUAN Xinrong, WU Qingqing, and ZHANG Rui. Intelligent reflecting surface assisted secrecy communication: Is artificial noise helpful or not?[J]. IEEE Wireless Communications Letters, 2020, 9(6): 778–782. doi: 10.1109/LWC.2020.2969629
    [18]
    ZHANG Zheng, LV Lu, WU Qingqing, et al. Robust and secure communications in intelligent reflecting surface assisted NOMA networks[J]. IEEE Communications Letters, 2021, 25(3): 739–743. doi: 10.1109/LCOMM.2020.3039811
    [19]
    LI Qiang and MA W K. Optimal and robust transmit designs for MISO channel secrecy by semidefinite programming[J]. IEEE Transactions on Signal Processing, 2011, 59(8): 3799–3812. doi: 10.1109/TSP.2011.2146775
    [20]
    LUO Zhiquan, MA W K, SO A M C, et al. Semidefinite relaxation of quadratic optimization problems[J]. IEEE Signal Processing Magazine, 2010, 27(3): 20–34. doi: 10.1109/MSP.2010.936019
    [21]
    ZHOU Gui, PAN Cunhua, REN Hong, et al. Secure wireless communication in RIS-aided MISO system with hardware impairments[J]. IEEE Wireless Communications Letters, 2021, 10(6): 1309–1313. doi: 10.1109/LWC.2021.3064992
    [22]
    HAN Yu, TANG Wankai, JIN Shi, et al. Large intelligent surface-assisted wireless communication exploiting statistical CSI[J]. IEEE Transactions on Vehicular Technology, 2019, 68(8): 8238–8242. doi: 10.1109/TVT.2019.2923997
    [23]
    WEI Li, HUANG Chongwen, ALEXANDROPOULOS G C, et al. Channel estimation for RIS-empowered multi-user MISO wireless communications[J]. IEEE Transactions on Communications, 2021, 69(6): 4144–4157. doi: 10.1109/TCOMM.2021.3063236
    [24]
    ABEYWICKRAMA S, ZHANG Rui, WU Qingqing, et al. Intelligent reflecting surface: Practical phase shift model and beamforming optimization[J]. IEEE Transactions on Communications, 2020, 68(9): 5849–5863. doi: 10.1109/TCOMM.2020.3001125
    [25]
    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
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