利用多尺度信息调和从大气光学无线信道中提取共享密钥

IF 4.4 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
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引用次数: 0

摘要

由于湍流的影响,大气光学无线信道具有时变、空变和自然随机等特性,可作为共享密钥提取的通用自然随机源。无线激光通信技术具有带宽高、传输速度快等优点,有利于提高密钥生成率。此外,激光信号的抗干扰性强,有助于降低密钥分歧率。此外,激光束的指向性好,能有效降低密钥信息被窃听的风险。鉴于其优势和这方面研究的稀缺性,本文提出了一种多尺度信息调和的大气光无线信道共享密钥提取方案。在该方案中,为了提高合法双方信号样本的交叉相关系数,设计了一种基于去噪算法和基于阈值的异常值消除算法的预处理算法,其中去噪算法借鉴了带自适应噪声的完全集合经验模式分解(CEEMDan);此外,为了简化信息调和过程并降低计算复杂度,提出了多尺度信息调和的概念,并在此基础上提出了 B-MSIR、I-MSIR 和 C-MSIR 三种算法。最后,通过数值模拟和实验验证了该算法的性能,结果表明,与几种最先进的算法相比,该算法在密钥分歧率、密钥生成率和密钥随机性方面都有更好的表现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Shared secret key extraction from atmospheric optical wireless channels with multi-scale information reconciliation

Due to the impact of turbulence, atmospheric optical wireless channel exhibits characteristics such as time-varying, space-varying and natural randomness, which can be used as a common natural random source for shared secret key extraction. Wireless laser communication technology boasts advantages like high bandwidth and fast transmission, which is conducive to improving key generation rate. Additionally, the strong anti-interference of laser signal helps to reduce key disagreement rate. Moreover, the laser beam’s good directionality effectively decreases the risk of eavesdropping on key information. Given its advantages and a scarcity of research in this regard, this paper proposes a scheme of shared secret key extraction from atmospheric optical wireless channels with multi-scale information reconciliation. In the scheme, to increase the cross-correlation coefficient of signal samples at the two legitimate parties, a preprocessing algorithm is designed based on a denoising algorithm and a threshold-based outliers elimination algorithm, and the denoising algorithm is inspired by the Complete Ensemble Empirical Mode Decomposition with Adaptive Noise (CEEMDan); moreover, a multi-level quantization algorithm based on Equilibrium-Optimizer(EO) is developed to balance and optimize distribution of sample points in the sample space; furthermore, to simplify the process of and decrease the computational complexity of information reconciliation, a concept of a multi-scale information reconciliation is formed, on the basis of which three algorithms, B-MSIR, I-MSIR and C-MSIR, are formulated. Finally, its performance is verified by numerical simulations and experiments, and the results show it has better performance in terms of the key disagreement rate, the key generation rate and the key randomness compared with several state-of-the-art algorithms.

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来源期刊
Ad Hoc Networks
Ad Hoc Networks 工程技术-电信学
CiteScore
10.20
自引率
4.20%
发文量
131
审稿时长
4.8 months
期刊介绍: The Ad Hoc Networks is an international and archival journal providing a publication vehicle for complete coverage of all topics of interest to those involved in ad hoc and sensor networking areas. The Ad Hoc Networks considers original, high quality and unpublished contributions addressing all aspects of ad hoc and sensor networks. Specific areas of interest include, but are not limited to: Mobile and Wireless Ad Hoc Networks Sensor Networks Wireless Local and Personal Area Networks Home Networks Ad Hoc Networks of Autonomous Intelligent Systems Novel Architectures for Ad Hoc and Sensor Networks Self-organizing Network Architectures and Protocols Transport Layer Protocols Routing protocols (unicast, multicast, geocast, etc.) Media Access Control Techniques Error Control Schemes Power-Aware, Low-Power and Energy-Efficient Designs Synchronization and Scheduling Issues Mobility Management Mobility-Tolerant Communication Protocols Location Tracking and Location-based Services Resource and Information Management Security and Fault-Tolerance Issues Hardware and Software Platforms, Systems, and Testbeds Experimental and Prototype Results Quality-of-Service Issues Cross-Layer Interactions Scalability Issues Performance Analysis and Simulation of Protocols.
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