论瑞利衰减信道上有限块长安全传输的信息泄漏性能

Milad Tatar Mamaghani, Xiangyun Zhou, Nan Yang, A. Lee Swindlehurst, H. Vincent Poor
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摘要

本文基于平均信息泄漏(AIL)指标的定义,对在瑞利衰减信道上进行有限块长(FBL)传输的窃听通信系统进行了保密性能研究。假设只有窃听链路的统计信道状态信息(CSI)可用,我们评估了精确和闭式近似 AIL 性能。然后,我们揭示了 FBL 机制中的 AIL 指标与传统无限块长通信中常用的泄密概率之间的内在统计关系。为了提高考虑系统的安全通信性能,我们提出了一个块长优化问题,并通过低复杂度方法解决了这个问题。接下来,我们给出了数值结果来验证我们的分析结论,并就系统参数对 AIL 的影响提供了各种重要见解。具体来说,我们的结果表明:i)牺牲少量 AIL 可以显著提高可靠性;ii)AIL 在高信噪比情况下会出现保密下限。
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On the Information Leakage Performance of Secure Finite Blocklength Transmissions over Rayleigh Fading Channels
This paper presents a secrecy performance study of a wiretap communication system with finite blocklength (FBL) transmissions over Rayleigh fading channels, based on the definition of an average information leakage (AIL) metric. We evaluate the exact and closed-form approximate AIL performance, assuming that only statistical channel state information (CSI) of the eavesdropping link is available. Then, we reveal an inherent statistical relationship between the AIL metric in the FBL regime and the commonly-used secrecy outage probability in conventional infinite blocklength communications. Aiming to improve the secure communication performance of the considered system, we formulate a blocklength optimization problem and solve it via a low-complexity approach. Next, we present numerical results to verify our analytical findings and provide various important insights into the impacts of system parameters on the AIL. Specifically, our results indicate that i) compromising a small amount of AIL can lead to significant reliability improvements, and ii) the AIL experiences a secrecy floor in the high signal-to-noise ratio regime.
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