Enhancing Covert Communication in OOK Schemes by Phase Deflection

IF 6.3 1区 计算机科学 Q1 COMPUTER SCIENCE, THEORY & METHODS IEEE Transactions on Information Forensics and Security Pub Date : 2024-10-14 DOI:10.1109/TIFS.2024.3480365
Xiaopeng Ji;Ruizhi Zhu;Qiaosheng Zhang;Chunguo Li;Daming Cao
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Abstract

This work proposes an On-Off Keying (OOK) coding scheme for covert communication over complex Gaussian channels. In particular, a transmitter Alice employs phase deflection to covertly transmit information to a receiver Bob, simultaneously ensuring that the communication intent is concealed from a warden Willie. The utilization of phase deflection allows Alice to improve the transmission rate by leveraging Willie’s uncertainty about the received phase, without changing the codebook construction. Considering the asymmetry of the OOK codebook’s input distribution and shape constellation, we first analyze the relationship between the input distribution and the signal amplitude, and then propose a scheme that can achieve covert transmission with the input distribution of the “on” symbol $a_{n}=\mathcal {O}\left ({{\frac {1}{\sqrt {n}}}}\right)$ and an average transmission power $\beta ^{2}=\mathcal {O}({1})$ . We quantify the improvement brought from the phase resource as phase deflection gain and derive its closed-form expression by approximating the Kullback-Leibler (KL) divergence and mutual information through Taylor expansion. Numerical results show that our scheme achieves significant phase deflection gain, and the maximum gain can be achieved by fully utilizing the phase resources through three stages.
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通过相位偏转增强 OOK 方案中的隐蔽通信
这项研究提出了一种在复杂高斯信道上进行隐蔽通信的开-关键控(OOK)编码方案。具体而言,发射器 Alice 利用相位偏转向接收器 Bob 秘密传输信息,同时确保对典狱长 Willie 隐瞒通信意图。利用相位偏转,爱丽丝可以利用威利对接收到的相位的不确定性来提高传输速率,而无需改变编码本的构造。考虑到OOK码本的输入分布和形状星座的不对称性,我们首先分析了输入分布和信号幅度之间的关系,然后提出了一种方案,该方案可以在 "开 "符号的输入分布 $a_{n}=\mathcal {O}\left ({{\frac {1}{sqrt {n}}}}\right)$ 和平均传输功率 $\beta ^{2}=\mathcal {O}({1})$ 的情况下实现隐蔽传输。我们将相位资源带来的改进量化为相位偏转增益,并通过泰勒展开逼近库尔巴克-莱布勒(KL)发散和互信息,推导出其闭式表达式。数值结果表明,我们的方案实现了显著的相位偏转增益,通过三个阶段充分利用相位资源可以实现最大增益。
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来源期刊
IEEE Transactions on Information Forensics and Security
IEEE Transactions on Information Forensics and Security 工程技术-工程:电子与电气
CiteScore
14.40
自引率
7.40%
发文量
234
审稿时长
6.5 months
期刊介绍: The IEEE Transactions on Information Forensics and Security covers the sciences, technologies, and applications relating to information forensics, information security, biometrics, surveillance and systems applications that incorporate these features
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