基于多通道协议的能量约束最优状态估计隐身攻击

IF 7 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Dancheng Mao;Yugang Niu;Kun Xu
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引用次数: 0

摘要

对攻击设计的研究为攻击防御提供了参考。为此,本文考虑了一种面向远程估计的最优能量约束隐身攻击策略的设计问题。从智能传感器到远程估计器的信号通过扩展的轮询协议进行调度,该协议以特定的顺序通过每个通道发送数据,并允许多个通道在每个瞬间可传递。为了获得对估计性能影响最大的最优攻击策略,构造了具有隐身性和能量限制约束的攻击模型。提出了等效的两步优化问题,分别求解最优攻击矩阵和最优攻击调度。最后,通过仿真验证了所提出的能量约束攻击策略的最优性和隐身性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Energy-Constrained Optimal Stealthy Attack Against State Estimation With Multichannel Protocol
Research on attack design provides a reference for attack defense. To this end, this work considers the design problem of an optimal energy-constrained stealthy attack strategy orienting remote estimation. The signals from smart sensors to remote estimators are scheduled via an extended Round-Robin protocol, which sends data through each channel in a specific order, and allows more than one channel to be transitable at each instant. To achieve the optimal attack strategy that can maximize the impact on estimation performance, a new attack model with the constraints of stealthiness and energy limitations is constructed. Furthermore, an equivalent two-step optimization problem is suggested to obtain the optimal attack matrix and optimal attack scheduling, respectively. Finally, the optimality and stealthiness of the proposed energy-constrained attack strategy are verified via simulation results.
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来源期刊
IEEE Transactions on Automatic Control
IEEE Transactions on Automatic Control 工程技术-工程:电子与电气
CiteScore
11.30
自引率
5.90%
发文量
824
审稿时长
9 months
期刊介绍: In the IEEE Transactions on Automatic Control, the IEEE Control Systems Society publishes high-quality papers on the theory, design, and applications of control engineering. Two types of contributions are regularly considered: 1) Papers: Presentation of significant research, development, or application of control concepts. 2) Technical Notes and Correspondence: Brief technical notes, comments on published areas or established control topics, corrections to papers and notes published in the Transactions. In addition, special papers (tutorials, surveys, and perspectives on the theory and applications of control systems topics) are solicited.
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