| 研究生: |
許家銓 Hsu, Chia-Chuan |
|---|---|
| 論文名稱: |
基於可重構智慧反射板於多合法用戶之安全性通訊系統之聯合波束成型設計 Joint Beamforming Design for Multiple Legitimate Users In Reconfigurable Intelligent Surface Assisted Secrecy Communications |
| 指導教授: |
張志文
Chang, Wenson |
| 學位類別: |
碩士 Master |
| 系所名稱: |
電機資訊學院 - 電腦與通信工程研究所 Institute of Computer & Communication Engineering |
| 論文出版年: | 2022 |
| 畢業學年度: | 110 |
| 語文別: | 英文 |
| 論文頁數: | 33 |
| 中文關鍵詞: | 交換最佳化 、聯合波束成型設計 、物理層安全性 、可重構智慧反射板 、保密率 |
| 外文關鍵詞: | Alternating optimization, joint beamforming, physical layer security, RIS, secrecy rate, semidefinite relaxation |
| 相關次數: | 點閱:56 下載:1 |
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在本文中,我們在可重構智慧反射板之秘密通訊系統中探索主動與被動式波束成型設計的問題,我們考慮在多個使用者的情況下,將使用者分為複數個合法使用者以及複數個竊聽者。在不希望竊聽者接受合法使用者資訊的情況下,將可重構智慧反射板加入通訊系統中,並在一定傳送能量限制下,結合基地台之波束成型設計使得任一合法使用者之保密率有所加強。由於原命題並不具有凹性,並且其中多個變數纏疊,直接解決此問題之複雜度極高且無法有效找到最佳解,基於以上原因,必須先將此問題轉換至具有凹性,並嘗試引入交換最佳化來切割變數,如次方能有效解決問題,除此之外,我們也比較上述方法與低複雜度的逼零線性波束成型設計之保密率表現。
In this work, we explore the joint design problem of both active and passive beamforming for reconfigurable intelligent surface (RIS) assisted secrecy communication. We consider the multi-user system with multiple legitimate receivers, referred to Bob. Besides, there are a number of eavesdroppers, referred as Eve, that intercept Bob’s information. In this scenario, RIS is deployed to enhance the secrecy rate of each Bob subject to the maximum power constraint. We jointly design passive beamforming and active beamforming to maximize the secrecy rate at each Bob. Since the optimization problem is non-concave with coupled optimization variables, direct solving it incurs very high complexity and thus we transform the original problem into concave one and then apply the alternating optimization (AO) to find the optimal solution. We evaluate the performance of the proposed algorithm numerically in comparison with the linear beamforming based on the principle of zero forcing (ZF).
[1] Q. Wu and R. Zhang, “Beamforming optimization for wireless network aided by intelligent reflecting surface with discrete phase shifts,” IEEE Trans. on Commun.,vol. 68, no. 3, pp. 1838–1851, 2019.
[2] E. Basar, M. D. Renzo, J. D. Rosny, M. Debbah, M. Alouini, and R. Zhang,“Wireless communications through reconfigurable intelligent surfaces,” IEEE Access, vol. 7, pp. 116 753–116 773, 2019.
[3] J. Liu, J. Zhang, Q. Zhang, J. Wang, and X. Sun, “Secrecy rate analysis for reconfigurable intelligent surface-assisted mimo communications with statistical csi,” China Communications, vol. 18, no. 3, pp. 52–62, 2021.
[4] Z.-Q. Luo, W.-K. Ma, A. M.-C. So, Y. Ye, and S. Zhang, “Semidefinite relaxation of quadratic optimization problems,” IEEE Signal Processing Magazine, vol. 27, no. 3, pp. 20–34, 2010.
[5] Q. Wu and R. Zhang, “Intelligent reflecting surface enhanced wireless network via joint active and passive beamforming,” IEEE Trans. Wireless Commun., vol. 18, no. 11, pp. 5394–5409, Nov. 2019.
[6] C. Huang, A. Zappone, G. C. Alexandropoulos, M. Debbah, and C. Yuen, “Reconfigurable intelligent surfaces for energy efficiency in wireless communication,”IEEE Trans. Wireless Commun., vol. 18, no. 8, pp. 4157–4170, Aug. 2019.
[7] B. Zheng, C. You, and R. Zhang, “Intelligent reflecting surface assisted multiuser OFDMA: Channel estimation and training design,” IEEE Trans. Wireless Commun., vol. 19, no. 12, pp. 8315–8329, Dec. 2020.
[8] Y. Yang, B. Zheng, S. Zhang, and R. Zhang, “Intelligent reflecting surface meets OFDM: Protocol design and rate maximization,” IEEE Trans. Commun., vol. 68, no. 7, pp. 4522–4535, Jul. 2020.
[9] Y. Xiu, J. Zhao, W. Sun, and Z. Zhang, “Secrecy rate maximization for reconfigurable intelligent surface aided millimeter wave system with low-resolution dacs,” IEEE Communications Letters, 2021.
[10] Q. Chen, M. Li, X. Yang, R. Alturki, M. D. Alshehri, and F. Khan, “Impact of residual hardware impairment on the iot secrecy performance of ris-assisted noma networks,” IEEE Access, vol. 9, pp. 42 583–42 592, 2021.
[11] M. A. Saeidi and M. J. Emadi, “Irs-based secrecy rate analysis in presence of an energy harvesting eavesdropper,” in 2020 IEEE Iran Workshop on Communication and Information Theory (IWCIT),. IEEE, 2020, pp. 1–5.
[12] W. Sun, Q. Song, L. Guo, and J. Zhao, “Secrecy rate maximization for intelligent reflecting surface aided swipt systems,” in 2020 IEEE/CIC International Conference on Communications in China (ICCC). IEEE, 2020, pp. 1276–1281.
[13] G. Zhou, C. Pan, H. Ren, K. Zhi, S. Hong, and K. K. Chai, “User cooperation for ris-aided secure swipt mimo systems under the passive eavesdropping,” in 2021 IEEE/CIC International Conference on Communications in China (ICCC Workshops). IEEE, 2021, pp. 171–176.
[14] X. Guan, Q. Wu, and R. Zhang, “Intelligent reflecting surface assisted secrecy communication: Is artificial noise helpful or not?” IEEE Wireless Communications Letters, vol. 9, no. 6, pp. 778–782, 2020.
[15] J. Chen, Y.-C. Liang, Y. Pei, and H. Guo, “Intelligent reflecting surface: A programmable wireless environment for physical layer security,” IEEE Access, vol. 7, pp. 82 599–82 612, 2019