随机斜率编码用于缓解 FMCW 雷达的干扰攻击

IF 5.7 2区 计算机科学 Q1 ENGINEERING, AEROSPACE IEEE Transactions on Aerospace and Electronic Systems Pub Date : 2024-10-21 DOI:10.1109/TAES.2024.3484389
Angelo Coluccia;Alessio Fascista;Jacopo Nicolazzo;Samuele Coronese
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引用次数: 0

摘要

本文研究了在调频连续波雷达中采用随机斜率编码作为对抗持续智能干扰攻击的主动技术,这是标准干扰缓解技术无效的关键情况。为此,考虑了干扰引起的两种有害影响,即幽灵目标和增加的本底噪声,这反过来又取决于干扰器和受害雷达信号之间的斜率相干性水平。我们制定了一个合适的优化问题,其分析解决方案揭示了一个简单的策略,以最大限度地减少干扰,同时保证所需的波形不可预测性水平,提供了一种灵活的方法来权衡整体干扰底和鬼目标率。根据斜坡标志的一致性和干扰者可获得的可能知识,确定和分析了四种不同的情况,并在概率框架内进行了框架,以便考虑攻击和防御政策的不确定性。数值结果显示了优越的整体性能折衷。
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Random Slope Coding for Jamming Attack Mitigation in FMCW Radars
This article investigates the adoption of random slope coding as a proactive technique against persistent smart jamming attacks in frequency-modulated continuous wave radars, a critical scenario for which standard interference mitigation techniques are ineffective. To this aim, both types of harmful effects caused by interference are considered, i.e., ghost targets and increased noise floor, which in turn depend on the level of slope coherence between the jammer's and victim radar's signals. We formulate a suitable optimization problem, whose analytical resolution unveils a simple strategy to maximize interference mitigation while guaranteeing a desired level of waveform unpredictability, providing a flexible way to tradeoff overall interference floor with ghost target rate. Four distinct cases are identified and analyzed, depending on concordance of slope signs and possible knowledge available to the jammer, framed within a probabilistic framework so as to account for uncertainty in both attack and defence policies. Numerical results show a superior overall performance tradeoff.
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来源期刊
CiteScore
7.80
自引率
13.60%
发文量
433
审稿时长
8.7 months
期刊介绍: IEEE Transactions on Aerospace and Electronic Systems focuses on the organization, design, development, integration, and operation of complex systems for space, air, ocean, or ground environment. These systems include, but are not limited to, navigation, avionics, spacecraft, aerospace power, radar, sonar, telemetry, defense, transportation, automated testing, and command and control.
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