智能反射表面辅助的MISO通信系统的物理层安全设计方案

景小荣; 宋振远; 高维; 雷维嘉; 陈前斌

doi:10.11959/j.issn.1000-436x.2022018

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智能反射表面辅助的MISO通信系统的物理层安全设计方案

学术论文 | 更新时间：2024-06-05

- 智能反射表面辅助的MISO通信系统的物理层安全设计方案
- Design scheme of physical layer security for intelligent reflecting surface-assisted MISO communication system
- 通信学报 2022年43卷第1期页码：117-126
- 作者机构：
  
  1. 重庆邮电大学通信与信息工程学院，重庆 400065
  2. 重庆邮电大学移动通信技术重庆市重点实验室，重庆 400065
- 作者简介：
  
  [ "景小荣（1974- ），男，甘肃平凉人，博士，重庆邮电大学教授、博士生导师，主要研究方向为无线通信系统信号与信息处理" ]
  [ "宋振远（1994- ），男，河南民权人，重庆邮电大学硕士生，主要研究方向为无线通信、信号处理" ]
  [ "高维（1987- ），女，重庆开州人，重庆邮电大学博士生，主要研究方向为无线通信及信号处理" ]
  [ "雷维嘉（1969- ），男，云南元谋人，博士，重庆邮电大学教授，主要研究方向为认知无线电、物理层安全" ]
  [ "陈前斌（1967- ），男，四川营山人，博士，重庆邮电大学教授、博士生导师，主要研究方向为通信网理论与技术、无线通信、多媒体信息传输与处理" ]
- 基金信息：
  
  国家自然科学基金资助项目(61701062);重庆市基础与前沿研究计划基金资助项目(cstc2019jcyj-msxmX0079)
- DOI：10.11959/j.issn.1000-436x.2022018
  中图分类号： TN929.5
- 网络首发：2022-01，
  
  纸质出版：2022-01-25
- 稿件说明：
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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.

Xiaorong JING, Zhenyuan SONG, Wei GAO, 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.
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.

Xiaorong JING, Zhenyuan SONG, Wei GAO, 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.

摘要

智能反射表面（IRS）可通过调整反射单元的相位来提升无线通信物理层安全。针对 IRS 辅助的多输入单输出（MISO）通信系统，提出一种基于交替迭代的物理层安全设计方案。首先基于安全速率最大化原则，构建一个含有非凸约束的非凸目标函数；然后采用丁克尔巴赫算法和黎曼流形优化算法将非凸问题转化为一系列易于求解的子问题；最后采用交替迭代法实现发送波束成形和IRS相移矩阵的优化设计。仿真结果表明，与现有方案相比，所提方案在计算复杂度与系统安全速率之间取得了更好的折中。

Abstract

Intelligent reflecting surface (IRS) improves the physical layer security of the communication systems by adjusting the phases of the reflecting units.A scheme of physical layer security design based on alternative iteration was proposed for IRS-assisted multiple input single output (MISO) communication system.Firstly

aiming at maximizing the secrecy rate

a non-convex objective function with non-convex constraints was constructed.Secondly

the Dinkelbach algorithm and Riemannian manifold optimization algorithm were adopted to transform the non-convex problem into a series of solvable sub-problems.Finally

the alternate iteration method was used to achieve the optimization design of transmit beamforming and IRS phase shift matrix.The simulation results show that

compared with the several existing schemes

the proposed scheme can achieve a better tradeoff between computational complexity and system security rate.

关键词

Keywords

references

HU S , RUSEK F , EDFORS O . Beyond massive MIMO:the potential of positioning with large intelligent surfaces [J ] . IEEE Transactions on Signal Processing , 2018 , 66 ( 7 ): 1761 - 1774 .

BASAR E , . Transmission through large intelligent surfaces:a new frontier in wireless communications [C ] // Proceedings of 2019 European Conference on Networks and Communications (EuCNC) . Piscataway:IEEE Press , 2019 : 112 - 117 .

HAN Y , TANG W K , JIN S , et al . Large intelligent surface-assisted wireless communication exploiting statistical CSI [J ] . IEEE Transactions on Vehicular Technology , 2019 , 68 ( 8 ): 8238 - 8242 .

WU Q Q , ZHANG R . Beamforming optimization for intelligent re flecting surface with discrete phase shifts [C ] // Proceedings of ICASSP 2019 - 2019 IEEE International Conference on Acoustics,Speech and Signal Processing . Piscataway:IEEE Press , 2019 : 7830 - 7833 .

NADEEM Q U A , ALWAZANI H , KAMMOUN A , et al . Intelligent reflecting surface-assisted multi-user MISO communication:channel estimation and beamforming design [J ] . IEEE Open Journal of the Communications Society , 2020 , 1 : 661 - 680 .

HUANG C W , 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 .

ZHENG B X , ZHANG R . Intelligent reflecting surface-enhanced OFDM:channel estimation and reflection optimization [J ] . IEEE Wireless Communications Letters , 2020 , 9 ( 4 ): 518 - 522 .

TAHA A , ALRABEIAH M , ALKHATEEB A . Enabling large intelligent surfaces with compressive sensing and deep learning [J ] . IEEE Access , 2021 , 9 : 44304 - 44321 .

吴宣利 , 许智聪 , 王禹辰 , 等 . 基于信道相关性的物理层安全性能分析 [J ] . 通信学报 , 2021 , 42 ( 3 ): 65 - 74 .

WU X L , XU Z C , WANG Y C , et al . Performance analysis of physical layer security based on channel correlation [J ] . Journal on Communications , 2021 , 42 ( 3 ): 65 - 74 .

SHI W P , ZHOU X B , JIA L Q , et al . Enhanced secure wireless information and power transfer via intelligent reflecting surface [J ] . IEEE Communications Letters , 2021 , 25 ( 4 ): 1084 - 1088 .

YU X H , XU D F , SCHOBER R . Enabling secure wireless communications via intelligent reflecting surfaces [C ] // Proceedings of 2019 IEEE Global Communications Conference . Piscataway:IEEE Press , 2019 : 1 - 6 .

CUI M , ZHANG G C , ZHANG R . Secure wireless communication via intelligent reflecting surface [J ] . IEEE Wireless Communications Letters , 2019 , 8 ( 5 ): 1410 - 1414 .

SHEN H , XU W , GONG S L , et al . Secrecy rate maximization for intelligent reflecting surface assisted multi-antenna communications [J ] . IEEE Communications Letters , 2019 , 23 ( 9 ): 1488 - 1492 .

CHEN J , LIANG Y C , PEI Y Y , et al . Intelligent reflecting surface:a programmable wireless environment for physical layer security [J ] . IEEE Access , 2019 , 7 : 82599 - 82612 .

JIANG W H , ZHANG Y , WU J S , et al . Intelligent reflecting surface assisted secure wireless communications with multiple-transmit and multiple-receive antennas [J ] . IEEE Access , 2020 , 8 : 86659 - 86673 .

WANG D Q , ZHANG J , ZHANG Q , et al . Intelligent reflecting surface-assisted secrecy wireless communication with imperfect CSI [J ] . Physical Communication , 2021 ,44:101235.

SHAFIEE S , ULUKUS S . Achievable rates in Gaussian MISO channels with secrecy constraints [C ] // Proceedings of 2007 IEEE International Symposium on Information Theory . Piscataway:IEEE Press , 2007 : 2466 - 2470 .

ZAPPONE A , JORSWIECK E . Energy efficiency in wireless networks via fractional programming theory [M ] . Hannover : Now Publishers , 2015 .

ABSIL P A , MAHONY R , SEPULCHRE R . Optimization algorithms on matrix manifolds [M ] . Princeton : Princeton University Press , 2008 .

HAGER W W , ZHANG H C . A survey of nonlinear conjugate gradient methods [J ] . Pacific Journal of Optimization , 2006 , 2 ( 1 ): 35 - 58 .

SHEWCHUK J . An introduction to the conjugate gradient method without the agonizing pain [R ] . 1994 .

YU X H , XU D F , SUN Y , et al . Robust and secure wireless communications via intelligent reflecting surfaces [J ] . IEEE Journal on Selected Areas in Communications , 2020 , 38 ( 11 ): 2637 - 2652 .

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