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Volume 46 Issue 4
Apr.  2024
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LU Jiacheng, WANG Bin, ZHANG Jun, NI Yiyang. Downlink Transmission for RIS-Assisted MIMO NOMA by Exploiting Statistical CSI[J]. Journal of Electronics & Information Technology, 2024, 46(4): 1257-1265. doi: 10.11999/JEIT230630
Citation: LU Jiacheng, WANG Bin, ZHANG Jun, NI Yiyang. Downlink Transmission for RIS-Assisted MIMO NOMA by Exploiting Statistical CSI[J]. Journal of Electronics & Information Technology, 2024, 46(4): 1257-1265. doi: 10.11999/JEIT230630

Downlink Transmission for RIS-Assisted MIMO NOMA by Exploiting Statistical CSI

doi: 10.11999/JEIT230630
Funds:  The National Natural Science Foundation of China (62071247), The Natural Science Foundation of Jiangsu Province (BK2021022532)
  • Received Date: 2023-06-25
  • Rev Recd Date: 2023-12-16
  • Available Online: 2023-12-25
  • Publish Date: 2024-04-24
  • For a Reconfigurable Intelligent Surface (RIS)-assisted Multiple Input Multiple Output (MIMO) Non-Orthogonal Multiple Access (NOMA) downlink system, the transmit covariances matrix at the base station and the phase-shifting matrix at the RIS are jointly designed based on statistical Channel State Information (CSI). First, in the spatial correlated Rician channel, a deterministic large-system approximation for the ergodic sum rate is obtained for an RIS-assisted MIMO-NOMA system by resorting to the large-dimensional random matrix theory. Then, by maximizing the approximated sum rate, the transmit covariances matrix for the strong and weak user as well as the phase-shifting matrix at the RIS are designed based on statistical CSI under the constraints of total transmit power and the rates threshold for weak user. The simulations validate the high accuracy of our approximations and our proposed transmit covariances and phase-shifting matrix can improve the system performances significantly.
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  • [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]
    钱志鸿, 肖琳, 王雪. 面向未来移动网络密集连接的关键技术综述[J]. 通信学报, 2021, 42(4): 22–43. doi: 10.11959/j.issn.1000-436x.2021094.

    QIAN Zhihong, XIAO Lin, and WANG Xue. Review on strategic technology of dense connection for the future mobile network[J]. Journal on Communications, 2021, 42(4): 22–43. doi: 10.11959/j.issn.1000-436x.2021094.
    [3]
    刘期烈, 辛雅楠, 高俊鹏, 等. 可重构智能表面辅助的非正交多址接入网络鲁棒能量效率资源分配算法[J]. 电子与信息学报, 2022, 44(7): 2332–2341. doi: 10.11999/JEIT210521.

    LIU Qilie, XIN Yanan, GAO Junpeng, et al. Robust energy efficiency resource allocation algorithm in reconfigurable intelligent surface-assisted non-orthogonal multiple access networks[J]. Journal of Electronics & Information Technology, 2022, 44(7): 2332–2341. doi: 10.11999/JEIT210521.
    [4]
    ZHANG Shuhang, ZHANG Hongliang, DI Boya, et al. Intelligent omni-surfaces: Ubiquitous wireless transmission by reflective-refractive metasurfaces[J]. IEEE Transactions on Wireless Communications, 2022, 21(1): 219–233. doi: 10.1109/TWC.2021.3094869.
    [5]
    ZUO Jiakuo, LIU Yuanwei, QIN Zhijin, et al. Resource allocation in intelligent reflecting surface assisted NOMA systems[J]. IEEE Transactions on Communications, 2020, 68(11): 7170–7183. doi: 10.1109/TCOMM.2020.3016742.
    [6]
    ZUO Jiakuo, LIU Yuanwei, BASAR E, et al. Intelligent reflecting surface enhanced millimeter-wave NOMA systems[J]. IEEE Communications Letters, 2020, 24(11): 2632–2636. doi: 10.1109/LCOMM.2020.3009158.
    [7]
    CHEN Jiagao and YU Xiangbin. Ergodic rate analysis and phase design of STAR-RIS aided NOMA with statistical CSI[J]. IEEE Communications Letters, 2022, 26(12): 2889–2893. doi: 10.1109/LCOMM.2022.3202346.
    [8]
    WU Chenyu, SHI Shuo, YOU Changsheng, et al. STAR-RIS aided NOMA communication system with statistical CSI[C]. 2022 IEEE Globecom Workshops (GC Wkshps), Rio de Janeiro, Brazil, 2022: 100–105. doi: 10.1109/GCWkshps56602.2022.10008705.
    [9]
    ZHANG Zhen, CHEN Jian, LIU Yuanwei, et al. On the secrecy design of STAR-RIS assisted uplink NOMA networks[J]. IEEE Transactions on Wireless Communications, 2022, 21(12): 11207–11221. doi: 10.1109/TWC.2022.3190563.
    [10]
    ZHANG Jun, LIU Jie, MA Shaodan, et al. Large system achievable rate analysis of RIS-assisted MIMO wireless communication with statistical CSIT[J]. IEEE Transactions on Wireless Communications, 2021, 20(9): 5572–5585. doi: 10.1109/TWC.2021.3068494.
    [11]
    SHIU D S, FOSCHINI G J, GANS M J, et al. Fading correlation and its effect on the capacity of multielement antenna systems[J]. IEEE Transactions on Communications, 2000, 48(3): 502–513. doi: 10.1109/26.837052.
    [12]
    ZHANG Jun, YUEN Chao, WEN Chaokai, et al. Large system secrecy rate analysis for SWIPT MIMO wiretap channels[J]. IEEE Transactions on Information Forensics and Security, 2016, 11(1): 74–85. doi: 10.1109/TIFS.2015.2477050.
    [13]
    ZHANG Jun, WEN Chaokai, JIN Shi, et al. On capacity of large-scale MIMO multiple access channels with distributed sets of correlated antennas[J]. IEEE Journal on Selected Areas in Communications, 2013, 31(2): 133–148. doi: 10.1109/JSAC.2013.130203.
    [14]
    FAKOORIAN S A A and SWINDLEHURST A L. Optimal power allocation for GSVD-based beamforming in the MIMO Gaussian wiretap channel[C]. 2012 IEEE International Symposium on Information Theory Proceedings, Cambridge, USA, 2012: 2321–2325. doi: 10.1109/ISIT.2012.6283927.
    [15]
    NADEEM Q U A, KAMMOUN A, CHAABAN A, et al. Asymptotic max-min SINR analysis of reconfigurable intelligent surface assisted MISO systems[J]. IEEE Transactions on Wireless Communications, 2020, 19(12): 7748–7764. doi: 10.1109/TWC.2020.2986438.
    [16]
    MOUSTAKAS A L, SIMON S H, and SENGUPTA A M. MIMO capacity through correlated channels in the presence of correlated interferers and noise: A (not so) large N analysis[J]. IEEE Transactions on Information Theory, 2003, 49(10): 2545–2561. doi: 10.1109/TIT.2003.817427.
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