利用用户选择算法保护无线通信网络

Xiaoying Qiu, Guangda Li, Xuan Sun, Zhiguo Du
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引用次数: 0

摘要

如何提高无线通信系统的安全性和稳定性已成为一个至关重要的问题。本文引入物理层安全来克服安全挑战。所考虑的通信系统配备了全双工(FD)用户,而传统框架则配备了半双工(HD)用户。在这些假设下,我们提出了一种基于q学习的用户选择算法来模拟一个源和多个用户之间的交互。我们还研究了自干扰和信道干扰对物理层安全性的影响。数值结果验证了该算法的优越性,并且在一定条件下,与传统方法相比,性能有了很大的提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploiting User Selection Algorithm for Securing Wireless Communication Networks
How to improve the security and stability of wireless communication systems has become a critical issue. In this paper, physical layer security is introduced to overcome security challenges. The considered communication system is equipped with full-duplex (FD) users in contrast to conventional frameworks where half-duplex (HD) users are at hand. Under these assumptions, we propose a Q-learning based user selection algorithm to model the interaction between a source and multiple users. We also investigate the effect of self-interference and channel interference on physical layer security. The numerical results verify the superiority of the proposed algorithm and in certain conditions, demonstrate substantial performance gain over the conventional approaches.
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