Event-triggered output feedback tracking against random deception attacks for nonlinear systems

IF 6.3 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Zebin Wu , Yanjun Shen
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引用次数: 0

Abstract

In this paper, the scheme of event-triggered output feedback tracking control is investigated for nonlinear systems with input/output filters when there exist random deception attacks. The success rate of the random deception attacks is represented by a Bernoulli process, and the successful attack is to inject false data into the output or input signals. To address this issue, event-triggered mechanisms are adopted in the sensor-to-controller (SC) and controller-to-actuator (CA) channels to reduce the utilization of network resources and the frequency of effective attacks. Moreover, two filters (the input and output filters) are designed to mitigate the impact of the random attacks and enable the backstepping method applicable by rendering discontinuous triggering signals differentiable. Sufficient conditions for tracking effectiveness are provided by using the Lyapunov stability theory. Finally, a simulation example verifies the validity and practicality of the proposed methods.
针对非线性系统随机欺骗攻击的事件触发输出反馈跟踪。
研究了具有输入输出滤波器的非线性系统在存在随机欺骗攻击时的事件触发输出反馈跟踪控制方案。随机欺骗攻击的成功率用伯努利过程表示,成功的攻击是在输出或输入信号中注入虚假数据。为了解决这一问题,在传感器到控制器(SC)和控制器到执行器(CA)通道中采用事件触发机制,以降低网络资源的利用率和有效攻击的频率。此外,设计了两个滤波器(输入和输出滤波器)来减轻随机攻击的影响,并通过使不连续触发信号可微而使反演方法适用。利用李雅普诺夫稳定性理论给出了跟踪有效性的充分条件。最后通过仿真算例验证了所提方法的有效性和实用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
ISA transactions
ISA transactions 工程技术-工程:综合
CiteScore
11.70
自引率
12.30%
发文量
824
审稿时长
4.4 months
期刊介绍: ISA Transactions serves as a platform for showcasing advancements in measurement and automation, catering to both industrial practitioners and applied researchers. It covers a wide array of topics within measurement, including sensors, signal processing, data analysis, and fault detection, supported by techniques such as artificial intelligence and communication systems. Automation topics encompass control strategies, modelling, system reliability, and maintenance, alongside optimization and human-machine interaction. The journal targets research and development professionals in control systems, process instrumentation, and automation from academia and industry.
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