Joint RIS and Beamforming Design for Secure and Energy-Efficient Two-Way Relay Communications

IF 9.2 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Shuangrui Zhao;Xinghui Zhu;Yuanyu Zhang;Zhiwei Zhang;Yulong Shen
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引用次数: 0

Abstract

This paper examines the enhancement of secrecy energy efficiency (SEE) in a reconfigurable intelligent surface (RIS)-assisted two-way relay (TWR) system. We first establish a theoretical model for the system's secrecy rate, energy consumption, and SEE, and formulate the SEE maximization problem through the joint design of the RIS phase shifts and beamforming matrix. Using techniques such as weighted minimum mean square error (WMMSE), alternating optimization, and the augmented Lagrange method, we then develop a theoretical framework that identifies locally optimal solutions for the RIS and beamforming settings under unit-modulus and power constraints. The proposed framework is also shown to be applicable to solving the system's secrecy rate maximization problem. To address the computational complexity involved in optimizing the RIS phase shifts, we further propose a suboptimal scheme leveraging the Newton's method, which significantly reduces the computational burden while achieving performance close to the optimal SEE. Extensive numerical results validate the effectiveness of the proposed schemes, showing significant SEE improvements compared to traditional channel-capacity-based secure transmission scheme.
安全节能双向中继通信的联合RIS和波束成形设计
本文研究了可重构智能表面(RIS)辅助双向中继(TWR)系统中保密能量效率(SEE)的提高。首先建立了系统的保密率、能耗和SEE的理论模型,并通过RIS相移和波束形成矩阵的联合设计,提出了SEE的最大化问题。利用加权最小均方误差(WMMSE)、交替优化和增广拉格朗日方法等技术,我们开发了一个理论框架,可以在单位模量和功率约束下确定RIS和波束形成设置的局部最优解。该框架同样适用于解决系统的保密率最大化问题。为了解决优化RIS相移所涉及的计算复杂性,我们进一步提出了利用牛顿方法的次优方案,该方案显着减少了计算负担,同时实现了接近最优SEE的性能。大量的数值结果验证了所提出方案的有效性,与传统的基于信道容量的安全传输方案相比,显示出显著的SEE改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Transactions on Mobile Computing
IEEE Transactions on Mobile Computing 工程技术-电信学
CiteScore
12.90
自引率
2.50%
发文量
403
审稿时长
6.6 months
期刊介绍: IEEE Transactions on Mobile Computing addresses key technical issues related to various aspects of mobile computing. This includes (a) architectures, (b) support services, (c) algorithm/protocol design and analysis, (d) mobile environments, (e) mobile communication systems, (f) applications, and (g) emerging technologies. Topics of interest span a wide range, covering aspects like mobile networks and hosts, mobility management, multimedia, operating system support, power management, online and mobile environments, security, scalability, reliability, and emerging technologies such as wearable computers, body area networks, and wireless sensor networks. The journal serves as a comprehensive platform for advancements in mobile computing research.
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