基于间歇控制的实用固定时间同步 T-S 模糊复杂网络

IF 11.9 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE IEEE Transactions on Fuzzy Systems Pub Date : 2024-11-11 DOI:10.1109/TFUZZ.2024.3496738
Fanchao Kong;Rongting Tao;Shuaibing Zhu;Jinhu Lü
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引用次数: 0

摘要

本文旨在研究不连续Takagi-Sugeno (T-S)模糊复杂网络(DTSFCNs)的实际固定时间(FxT)同步控制。利用比较原理和迭代技术,建立了新的完全间歇型FxT稳定性引理。提出了具有统一指数条件的新的Lyapunov不等式,该不等式可以减少冗余系统无关参数的输入。对已有的关于FxT稳定性引理的一些结果进行了改进。考虑到状态不能精确收敛到原点,进一步研究了完全间歇型实用FxT稳定性引理,可作为第一个,解决了构造完全间歇机制下的实用FxT稳定性引理问题。从最大程度节约信息资源的角度出发,通过设计量化控制器,研究了寻址dtsfcn的间歇时域变换和实际时域变换控制。这里,量子化控制器只工作在间歇区间,这可以改进量子化控制器和间歇控制器。最后,通过数值模拟对主要结果进行了验证。
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Intermittent Control-Based Practical Fixed-Time Synchronization of T–S Fuzzy Complex Networks
This article aims to consider the practical fixed-time (FxT) synchronization control of discontinuous Takagi–Sugeno (T–S) fuzzy complex networks (DTSFCNs). By using the comparison principle and the iterative technique, new completely-intermittent-type FxT stability lemmas are established. The new Lyapunov inequality with a unified exponent condition is proposed, which can reduce the input of redundant system-independent parameters. Some existing results on the FxT stability lemmas are improved. Considering that the states cannot converge to the origin accurately, completely-intermittent-type practical FxT stability lemmas are further investigated, which can be regarded as the first one and the problem of constructing the practical FxT stability lemmas under the completely-intermittent mechanism is solved. From the perspective of saving information resources to the greatest extent, by designing the quantized controllers, the intermittent FxT and practical FxT control of the addressed DTSFCNs are studied. Here, the quantized controller only works in intermittent intervals, which can improve the quantized controllers and intermittent controllers. Finally, numerical simulations are given to verify the main results.
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来源期刊
IEEE Transactions on Fuzzy Systems
IEEE Transactions on Fuzzy Systems 工程技术-工程:电子与电气
CiteScore
20.50
自引率
13.40%
发文量
517
审稿时长
3.0 months
期刊介绍: The IEEE Transactions on Fuzzy Systems is a scholarly journal that focuses on the theory, design, and application of fuzzy systems. It aims to publish high-quality technical papers that contribute significant technical knowledge and exploratory developments in the field of fuzzy systems. The journal particularly emphasizes engineering systems and scientific applications. In addition to research articles, the Transactions also includes a letters section featuring current information, comments, and rebuttals related to published papers.
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