摘要
带内全双工技术可以缓解无线通信系统中频谱资源紧张的问题。为有效保障全双工通信系统的信息安全,针对全双工接入点(FD-AP)与上行用户、下行用户同时同频通信的系统模型,该文提出一种智能反射表面(IRS)辅助的物理层安全方案。考虑以最大化下行用户的安全速率为目标,在满足AP发射功率、AP信干噪比(SINR)以及IRS反射相移单位模的约束下,构建一个AP发射波束赋型和IRS反射相移联合优化问题。针对该变量耦合的非凸优化问题,该文采用交替优化(AO)算法迭代优化AP发射波束赋型和IRS反射相移,并提出一种基于精确罚函数法的黎曼流形优化算法,将反射相移优化子问题转换成黎曼流形上的无约束最小化问题进行求解。仿真结果表明,所提方案可以明显提升全双工通信系统的安全性能;并且相较于当前常用的半正定松弛(SDR)算法,所提算法有更低的计算复杂度。
In-band full-duplex is an efficient technology to alleviate the shortage of spectrum resources in wireless communication system.To ensure the information security of the full-duplex communication system,where a Full Duplex Access Point(FD-AP)receives information from the uplink users and transmits information to the downlink users simultaneously,an Intelligent Reflecting Surface(IRS)assisted physical layer security scheme is proposed in this paper.A multi-variable coupling non-convex optimization problem is formulated to maximize the secrecy rate of downlink users,subject to constraints of the maximum transmit power,the minimum Signal-to-Interference and Noise Ratio(SINR)required at the AP and unit modulus of IRS phase shift.To solve the multi-variable coupling optimization problem,the Alternating Optimization(AO)algorithm is adopted to optimize the AP transmit beamforming and IRS reflection phase shift iteratively,and a Riemannian manifold optimization based on exact penalty method is proposed to deal with the unit modulus constraint and transform the phase shift optimization sup-problem into an unconstrained minimization problem on Riemannian manifold.Simulation results show that the proposed scheme can significantly improve the security performance of full-duplex communication system.In addition,compared with the positive SemiDefinite Relaxation(SDR)algorithm,the proposed algorithm has much lower computational complexity.
作者
齐本胜
饶星楠
邓志祥
苗红霞
QI Bensheng;RAO Xingnan;DENG Zhixiang;MIAO Hongxia(College of Internet of Things Engineering,Hohai University,Changzhou 213022,China;Jiangsu Key Laboratory of Power Transmission&Distribution Equipment Technology,Changzhou 213022,China)
出处
《电子与信息学报》
EI
CSCD
北大核心
2023年第6期1990-1998,共9页
Journal of Electronics & Information Technology
基金
江苏省输配电装备技术重点实验室开放课题(2021JSSPD05)。
关键词
智能反射表面
全双工通信
物理层安全
黎曼流形优化
精确罚函数法
Intelligent Reflecting Surface(IRS)
Full-duplex communication
Physical layer security
Riemannian manifold optimization
Exact penalty method