A Low-Complexity Phase Shift Optimization to Achieve Security in IRS-Assisted MISO Systems

被引:0
作者
Ranjan, Rakesh [1 ]
Bhattacharya, Anibrata [1 ]
Mishra, Himanshu B. [1 ]
Mukhopadhyay, Samrat [1 ]
机构
[1] IIT ISM, Dept Elect Engn, Dhanbad, Jharkhand, India
来源
2024 NATIONAL CONFERENCE ON COMMUNICATIONS, NCC | 2024年
关键词
Intelligent reflecting surface; low-complexity; physical layer security; secrecy rate; PHYSICAL-LAYER SECURITY; INTELLIGENT; TRANSMISSION;
D O I
10.1109/NCC60321.2024.10485931
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we consider the problem of enhancing the physical layer security of a wireless communication system by designing the optimal reflection coefficients of an intelligent reflecting surface (IRS) to maximize the secrecy rate of the system. In particular, we consider that a multi-antenna transmitter (Alice) is transmitting private messages to a singleantenna receiver (Bob), while a single-antenna eavesdropper (Eve) tries to intercept the message. Using an IRS comprising of multiple passive reflecting tiles, we formulate an unconstrained optimization framework to maximize the secrecy rate (SR) between the transmitter and the receiver as a function of the real-valued IRS phase shift coefficients. Thereafter, we propose a low-complexity Gradient Ascent (GA) based algorithm to solve this real-valued maximization problem. We numerically demonstrate that the performance of the proposed low-complexity optimization algorithm enjoys significant improvement over an existing state-of-the art technique in terms of the average SR and the computational complexity. Moreover, through simulation results, we show that in order to improve the SR, it is more effective to deploy a large number of IRS tiles rather than increasing the number of transmitting antennas.
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页数:6
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