传感辅助的安全通信通过相关的雷利色变频道
Martin Mittelbach1, Rafael F Schaefer1, Matthieu Bloch2
1Chair of Information Theory and Machine Learning, Technische Universität Dresden, 01062 Dresden, Germany.
Entropy (Basel, Switzerland)
|March 28, 2025
概括
本研究介绍了安全的综合传感和通信 (ISAC) 方法,用于国家依赖的窃听通道. 我们的方法提高了通信安全性和传感准确性,即使没有对合法接收者的统计优势.
科学领域:
- 信息理论 信息理论
- 无线通信无线通信
- 信号处理 信号处理
背景情况:
- 调查安全的综合传感和通信 (ISAC) 在一个国家依赖的窃听通道.
- 使用两个依赖状态的快色通道与相关的雷利色和附加的高斯噪声建模通道.
- 包含延迟的通道输出,以改善通信和通道状态估计.
研究的目的:
- 建立和说明一个可实现的保密扭曲区域,用于在相关的雷利色衰减下降级的安全ISAC通道.
- 分析信号与干扰加噪声作为统计数据的充分性.
- 通过评估各种参数的内界来获得实际的设计见解.
主要方法:
- 开发了一个理论框架来定义可实现的保密扭曲区域.
- 分析了与相关的雷利色和状态依赖特征的通道模型.
- 在广泛的参数范围内评估内部界限,以确定性能限制和实际见解.
主要成果:
- 证明信号对干扰加噪声在这个ISAC场景中不是一个足够的统计数据.
- 识别了超出传统窃听通道保密能力的参数范围.
- 展示了可以接近通道容量的场景,表明高效率.
结论:
- 安全的ISAC方法可以消除合法接收者对窃听者的统计优势的需要.
- 通过最低限度的罚款率实现了通信安全性,提高了实际适用性.
- 验证了对相关的雷利衰变通道提出的安全ISAC框架的有效性.
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