Exploiting User Selection Algorithm for Securing Wireless Communication Networks

被引:1
|
作者
Qiu, Xiaoying [1 ]
Li, Guangda [1 ]
Sun, Xuan [1 ]
Du, Zhiguo [2 ]
机构
[1] Beijing Informat Sci & Technol Univ, Sch Informat Management, Beijing 100192, Peoples R China
[2] Peoples Publ Secur Univ China, Sch Informat Technol & Cyber Secur, Beijing 10038, Peoples R China
关键词
Physical layer security; full-duplex communication; machine learning; wireless communication; PHYSICAL LAYER SECURITY;
D O I
10.1109/TrustCom50675.2020.00213
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
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 overtime 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.
引用
收藏
页码:1552 / 1555
页数:4
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