网络攻击下网络隐式随机开关电源系统的自适应模糊控制

IF 9.4 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Wenhai Qi;Mingxuan Sha;Guangdeng Zong;Shun-Feng Su;Jinde Cao;Ruey-Huei Yeh;Lulu Jiang
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引用次数: 0

摘要

研究了网络攻击下离散网络隐随机半马尔可夫开关电源系统的自适应模糊异步镇定问题。由于网络环境的复杂性,考虑了网络攻击,采用模糊逻辑规则对未知欺骗攻击进行描述。考虑到控制器与系统之间的不匹配机制,采用自适应模糊控制器与系统异步运行,其中使用隐半马尔可夫模型来描述异步机制。基于检测模式和模糊逻辑规则,对底层系统设计了AFA稳定控制器。利用与检测模态和系统模态相关的随机Lyapunov函数,给出了足够的准则来设计AFA控制器,保证底层系统在均方有界稳定。最后,通过仿真算例对所提方案进行了验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adaptive Fuzzy Control of Networked Hidden Stochastic Switching Power Systems Under Cyber Attacks
This article studies the adaptive fuzzy asynchronous (AFA) stabilization of discrete networked hidden stochastic semi-Markovian switching power systems under cyber attacks. Due to the complex network environment, cyber-attacks are taken into account, in which the fuzzy logic rule is adopted to describe the unknown deception attacks. Considering the mismatch mechanism between the controller and the system, an adaptive fuzzy controller runs asynchronously with the system, where the hidden semi-Markovian model is used to characterize the asynchronous mechanism. Based on the detected mode and the fuzzy logic rule, an AFA stabilizing controller is designed for the underlying system. Using the stochastic Lyapunov function related to the detected mode and system mode, sufficient criteria are given for the AFA controller design, ensuring that the underlying system is bounded stable in the mean square. Finally, the proposed scheme is verified by the simulated example.
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来源期刊
IEEE Transactions on Cybernetics
IEEE Transactions on Cybernetics COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE-COMPUTER SCIENCE, CYBERNETICS
CiteScore
25.40
自引率
11.00%
发文量
1869
期刊介绍: The scope of the IEEE Transactions on Cybernetics includes computational approaches to the field of cybernetics. Specifically, the transactions welcomes papers on communication and control across machines or machine, human, and organizations. The scope includes such areas as computational intelligence, computer vision, neural networks, genetic algorithms, machine learning, fuzzy systems, cognitive systems, decision making, and robotics, to the extent that they contribute to the theme of cybernetics or demonstrate an application of cybernetics principles.
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