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具有多个窃听者的放大转发中继辅助电力线通信系统中的干扰预编码

Jamming precoding in AF relay-aided PLC systems with multiple eavessdroppers.

作者信息

Kong Zhengmin, Cui Jiaxing, Ding Li, Huang Tao, Yan Shihao

机构信息

School of Electrical Engineering and Automation, Wuhan University, Wuhan, 430072, China.

College of Science and Engineering, James Cook University, Smithfield, QLD, 4878, Australia.

出版信息

Sci Rep. 2024 Apr 9;14(1):8335. doi: 10.1038/s41598-024-58735-y.

Abstract

Enhancing information security has become increasingly significant in the digital age. This paper investigates the concept of physical layer security (PLS) within a relay-aided power line communication (PLC) system operating over a multiple-input multiple-output (MIMO) channel based on MK model. Specifically, we examine the transmission of confidential signals between a source and a distant destination while accounting for the presence of multiple eavesdroppers, both colluding and non-colluding. We propose a two-phase jamming scheme that leverages a full-duplex (FD) amplify-and-forward (AF) relay to address this challenge. Our primary objective is to maximize the secrecy rate, which necessitates the optimization of the jamming precoding and transmitting precoding matrices at both the source and the relay while adhering to transmit power constraints. We present a formulation of this problem and demonstrate that it can be efficiently solved using an effective block coordinate descent (BCD) algorithm. Simulation results are conducted to validate the convergence and performance of the proposed algorithm. These findings confirm the effectiveness of our approach. Furthermore, the numerical analysis reveals that our proposed algorithm surpasses traditional schemes that lack jamming to achieve higher secrecy rates. As a result, the proposed algorithm offers the benefit of guaranteeing secure communications in a realistic channel model, even in scenarios involving colluding eavesdroppers.

摘要

在数字时代,增强信息安全变得越来越重要。本文研究了基于MK模型在多输入多输出(MIMO)信道上运行的中继辅助电力线通信(PLC)系统中的物理层安全(PLS)概念。具体而言,我们在考虑存在多个窃听者(包括勾结和非勾结的窃听者)的情况下,研究源端和远距离目的地之间机密信号的传输。我们提出了一种两阶段干扰方案,该方案利用全双工(FD)放大转发(AF)中继来应对这一挑战。我们的主要目标是最大化保密率,这需要在源端和中继端同时优化干扰预编码和发射预编码矩阵,同时遵守发射功率约束。我们给出了这个问题的一个公式,并证明可以使用有效的块坐标下降(BCD)算法有效地解决它。进行了仿真结果以验证所提算法的收敛性和性能。这些结果证实了我们方法的有效性。此外,数值分析表明,我们提出的算法优于缺乏干扰的传统方案,以实现更高的保密率。因此,所提算法具有在现实信道模型中保证安全通信的优势,即使在涉及勾结窃听者的场景中也是如此。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ffc8/11375209/9ba64e200d01/41598_2024_58735_Fig1_HTML.jpg

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