Composite Observer-Based Resilient Adaptive Fault-Tolerant Control for Interconnected Nonlinear Systems Under Deception Attacks

IF 8.4 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Xinjun Wang;Xinyu Xu;Ben Niu;Xiaomei Wang;Xudong Zhao;Huanqing Wang
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引用次数: 0

Abstract

This article proposes a decentralized resilient adaptive intermittent output feedback fault-tolerant control (FTC) method for interconnected nonlinear systems with sensor deception attacks, multiple actuator faults, and input saturation. First, we constructed a new composite observer using intermittent compromised output signals and fuzzy logic systems (FLSs) to estimate the state variables in the face of deception attacks and unknown external disturbances. On this basis, the reasonable adaptive laws are cleverly devised to handle multiple unpredictable actuator faults. Then, in order to deal with unknown gains caused by deception attacks, a projection operator-based compensation mechanism is proposed. In addition, the “explosion of complexity” in the traditional backstepping design process is solved through command filtering technology. At the same time, an error compensation system and an auxiliary system are designed to reduce the errors caused by command filtering and solve the input saturation problem, respectively. The results indicate that the proposed control scheme can ensure the boundedness of all signals in the closed-loop system, and the tracking errors converge to a bounded compact set. Finally, the effectiveness of the proposed strategy was verified through numerical simulation.
欺骗攻击下基于复合观测器的非线性互联系统弹性自适应容错控制
本文提出了一种分散弹性自适应间歇输出反馈容错控制(FTC)方法,用于具有传感器欺骗攻击、多个执行器故障和输入饱和的互连非线性系统。首先,我们利用间歇性受损输出信号和模糊逻辑系统(FLSs)构造了一个新的复合观测器,以估计面对欺骗攻击和未知外部干扰时的状态变量。在此基础上,巧妙地设计了合理的自适应律来处理多个不可预测的执行器故障。然后,为了处理欺骗攻击带来的未知增益,提出了一种基于投影算子的补偿机制。此外,通过命令过滤技术解决了传统回溯设计过程中的“复杂性爆炸”问题。同时,设计了误差补偿系统和辅助系统,分别用于减小指令滤波带来的误差和解决输入饱和问题。结果表明,所提出的控制方案能够保证闭环系统中所有信号的有界性,跟踪误差收敛到一个有界紧集。最后,通过数值仿真验证了所提策略的有效性。
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
IEEE Transactions on Systems Man Cybernetics-Systems
IEEE Transactions on Systems Man Cybernetics-Systems AUTOMATION & CONTROL SYSTEMS-COMPUTER SCIENCE, CYBERNETICS
CiteScore
18.50
自引率
11.50%
发文量
812
审稿时长
6 months
期刊介绍: The IEEE Transactions on Systems, Man, and Cybernetics: Systems encompasses the fields of systems engineering, covering issue formulation, analysis, and modeling throughout the systems engineering lifecycle phases. It addresses decision-making, issue interpretation, systems management, processes, and various methods such as optimization, modeling, and simulation in the development and deployment of large systems.
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