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Weighted Sum Rate Enhancement by Using Dual-Side IOS-Assisted Full-Duplex for Multi-User MIMO Systems (2306.17561v2)

Published 30 Jun 2023 in cs.IT and math.IT

Abstract: This paper established a novel multi-input multi-output (MIMO) communication network, in the presence of full-duplex (FD) transmitters and receivers with the assistance of dual-side intelligent omni surface. Compared with the traditional IOS, the dual-side IOS allows signals from both sides to reflect and refract simultaneously, which further exploits the potential of metasurfaces to avoid frequency dependence, and size, weight, and power (SWaP) limitations. By considering both the downlink and uplink transmissions, we aim to maximize the weighted sum rate, subject to the transmit power constraints of the transmitter and the users and the dual-side reflecting and refracting phase shifts constraints. However, the formulated sum rate maximization problem is not convex, hence we exploit the weighted minimum mean square error (WMMSE) approach, and tackle the original problem iteratively by solving two sub-problems. For the beamforming matrices optimizations of the downlink and uplink, we resort to the Lagrangian dual method combined with a bisection search to obtain the results. Furthermore, we resort to the quadratically constrained quadratic programming (QCQP) method to optimize the reflecting and refracting phase shifts of both sides of the IOS. In addition, we introduce the case without a dual-side IOS for comparison. Simulation results validate the efficacy of the proposed algorithm and demonstrate the superiority of the dual-side IOS.

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References (35)
  1. C. Nam, C. Joo, and S. Bahk, “Joint subcarrier assignment and power allocation in full-duplex OFDMA networks,” IEEE Trans. Wireless Commun., vol. 14, no. 6, pp. 3108–3119, June 2015.
  2. C. Wang, Z. Li, and D. W. K. Ng, “Covert rate optimization of millimeter wave full-duplex communications,” IEEE Trans. Wireless Commun., vol. 21, no. 5, pp. 2844–2861, May 2022.
  3. G. Liu, W. Feng, Z. Han, and W. Jiang, “Performance analysis and optimization of cooperative full-duplex D2D communication underlaying cellular networks,” IEEE Trans. Wireless Commun., vol. 18, no. 11, pp. 5113–5127, Nov. 2019.
  4. D. Kim, S. Park, H. Ju, and D. Hong, “Transmission capacity of full-duplex-based two-way Ad hoc networks with ARQ protocol,” IEEE Trans. Veh. Technol., vol. 63, no. 7, pp. 3167–3183, Sep. 2014.
  5. M. Vaezi, H. Inaltekin, W. Shin, H. V. Poor, and J. Zhang, “Social-aware user cooperation in full-duplex and half-duplex multi-antenna systems,” IEEE Trans. Commun., vol. 66, no. 8, pp. 3309–3321, Aug. 2018.
  6. G. Chen, Y. Gong, P. Xiao, and J. A. Chambers, “Physical layer network security in the full-duplex relay system,” IEEE Trans. Inf. Forensics Security, vol. 10, no. 3, pp. 574–583, Mar. 2015.
  7. C. Huang, G. Chen, Y. Gong, and Z. Han, “Joint buffer-aided hybrid-duplex relay selection and power allocation for secure cognitive networks with double deep Q-network,” IEEE Trans. Cog. Commun. Netw., vol. 7, no. 3, pp. 834–844, Sep. 2021.
  8. Z. Zhang, X. Chai, K. Long, A. V. Vasilakos, and L. Hanzo, “Full duplex techniques for 5G networks: self-interference cancellation, protocol design, and relay selection,” IEEE Commun. Mag., vol. 53, no. 5, pp. 128–137, May 2015.
  9. S. Hong, J. Brand, J. I. Choi, M. Jain, J. Mehlman, S. Katti, and P. Levis, “Applications of self-interference cancellation in 5G and beyond,” IEEE Commun. Mag., vol. 52, no. 2, pp. 114–121, Feb. 2014.
  10. T. Snow, C. Fulton, and W. J. Chappell, “Transmit–receive duplexing using digital beamforming system to cancel self-interference,” IEEE Trans. Microw. Theory Tech., vol. 59, no. 12, pp. 3494–3503, Dec. 2011.
  11. A. T. Le, L. C. Tran, X. Huang, and Y. J. Guo, “Beam-based analog self-interference cancellation in full-duplex MIMO systems,” IEEE Trans. Wireless Commun., vol. 19, no. 4, pp. 2460–2471, Apr. 2020.
  12. Y.-C. Cheng, J. Bellardo, P. Benkö, A. C. Snoeren, G. M. Voelker, and S. Savage, “Jigsaw: Solving the puzzle of enterprise 802.11 analysis,” SIGCOMM Comput. Commun. Rev., vol. 36, no. 4, p. 39–50, Aug. 2006.
  13. D. Bharadia, E. McMilin, and S. Katti, “Full duplex radios,” SIGCOMM Comput. Commun. Rev., vol. 43, no. 4, p. 375–386, Aug. 2013. [Online]. Available: https://doi.org/10.1145/2534169.2486033
  14. J. Zhou, T.-H. Chuang, T. Dinc, and H. Krishnaswamy, “Integrated wideband self-interference cancellation in the RF domain for FDD and full-duplex wireless,” IEEE J. Solid-State Circuits, vol. 50, no. 12, pp. 3015–3031, Dec. 2015.
  15. J. Ye, J. Qiao, A. Kammoun, and M.-S. Alouini, “Non-terrestrial communications assisted by reconfigurable intelligent surfaces,” Proc. IEEE, pp. 1–43, 2022.
  16. Q. Wu and R. Zhang, “Towards smart and reconfigurable environment: Intelligent reflecting surface aided wireless network,” IEEE Commun. Mag., vol. 58, no. 1, pp. 106–112, Jan. 2020.
  17. Y. Liu, X. Liu, X. Mu, T. Hou, J. Xu, M. Di Renzo, and N. Al-Dhahir, “Reconfigurable intelligent surfaces: Principles and opportunities,” IEEE Commun. Surveys Tuts., vol. 23, no. 3, pp. 1546–1577, Thirdquarter 2021.
  18. E. Basar, M. Di Renzo, J. De Rosny, M. Debbah, M.-S. Alouini, and R. Zhang, “Wireless communications through reconfigurable intelligent surfaces,” IEEE Access, vol. 7, pp. 116 753–116 773, 2019.
  19. N. S. Perović, L.-N. Tran, M. Di Renzo, and M. F. Flanagan, “Achievable rate optimization for MIMO systems with reconfigurable intelligent surfaces,” IEEE Trans. Wireless Commun., vol. 20, no. 6, pp. 3865–3882, June. 2021.
  20. S. Fang, G. Chen, and Y. Li, “Joint optimization for secure intelligent reflecting surface assisted UAV networks,” IEEE Wireless Commun. Lett., vol. 10, no. 2, pp. 276–280, Feb. 2021.
  21. N. DOCOMO., “DOCOMO conducts world’s first successful trial of transparent dynamic metasurface,” Jan. 2020. [Online]. Available: https://www.nttdocomo.co.jp/english/info/media_center/pr/2020/0117_00.html.
  22. X. Wang, J. Ding, B. Zheng, S. An, G. Zhai, and H. Zhang, “Simultaneous realization of anomalous reflection and transmission at two frequencies using bi-functional metasurfaces,” Scientific Reports, vol. 8, Jan. 2018.
  23. S. Fang, G. Chen, Z. Abdullah, and Y. Li, “Intelligent omni surface-assisted secure MIMO communication networks with artificial noise,” IEEE Commun. Lett., vol. 26, no. 6, pp. 1231–1235, June 2022.
  24. J. Zhao, Y. Zhu, X. Mu, K. Cai, Y. Liu, and L. Hanzo, “Simultaneously transmitting and reflecting reconfigurable intelligent surface (STAR-RIS) assisted UAV communications,” IEEE J. Sel. Areas Commun., pp. 1–1, 2022.
  25. B. Zhao, C. Zhang, W. Yi, and Y. Liu, “Ergodic rate analysis of STAR-RIS aided NOMA systems,” IEEE Commun. Lett., pp. 1–1, 2022.
  26. Y. Liu, Q. Hu, Y. Cai, G. Yu, and G. Y. Li, “Deep-unfolding beamforming for intelligent reflecting surface assisted full-duplex systems,” IEEE Trans. Wireless Commun., vol. 21, no. 7, pp. 4784–4800, July 2022.
  27. Y. Cai, M.-M. Zhao, K. Xu, and R. Zhang, “Intelligent reflecting surface aided full-duplex communication: Passive beamforming and deployment design,” IEEE Trans. Wireless Commun., vol. 21, no. 1, pp. 383–397, Jan. 2022.
  28. P. K. Sharma and P. Garg, “Intelligent reflecting surfaces to achieve the full-duplex wireless communication,” IEEE Commun. Lett., vol. 25, no. 2, pp. 622–626, Feb. 2021.
  29. Y. Ge and J. Fan, “Robust secure beamforming for intelligent reflecting surface assisted full-duplex MISO systems,” IEEE Trans. Inf. Forensics Security, vol. 17, pp. 253–264, 2022.
  30. S. Fang, G. Chen, P. Xiao, K.-K. Wong, and R. Tafazolli, “Intelligent Omni surface-assisted self-interference cancellation for full-duplex MISO system,” 2022. [Online]. Available: https://arxiv.org/abs/2208.06457
  31. J. Xu, X. Mu, J. T. Zhou, and Y. Liu, “Simultaneously transmitting and reflecting (STAR)-RISs: Are they applicable to dual-sided incidence?” 2022. [Online]. Available: https://arxiv.org/abs/2209.05317
  32. V. Jamali, A. M. Tulino, G. Fischer, R. R. Müller, and R. Schober, “Intelligent surface-aided transmitter architectures for millimeter-wave ultra massive MIMO systems,” IEEE Open J. Commun. Soc., vol. 2, pp. 144–167, 2021.
  33. Z. Chen, G. Chen, J. Tang, S. Zhang, D. K. C. So, O. A. Dobre, K.-K. Wong, and J. Chambers, “Reconfigurable intelligent surface-assisted B5G/6G wireless communications: Challenges, solution and future opportunities,” IEEE Commun. Mag., pp. 1–7, 2022.
  34. Z.-Q. He and X. Yuan, “Cascaded channel estimation for large intelligent metasurface assisted massive MIMO,” IEEE Wireless Commun. Lett., vol. 9, no. 2, pp. 210–214, Feb. 2020.
  35. Q. Shi, W. Xu, J. Wu, E. Song, and Y. Wang, “Secure beamforming for MIMO broadcasting with wireless information and power transfer,” IEEE Trans. Wireless Commun., vol. 14, no. 5, pp. 2841–2853, May 2015.
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