Protocol-scheduled nonfragile H∞ filtering for networked T-S fuzzy systems with multipath quantization

IF 3.1 1区 数学 Q2 COMPUTER SCIENCE, THEORY & METHODS
Fuzzy Sets and Systems Pub Date : 2026-06-15 Epub Date: 2026-02-20 DOI:10.1016/j.fss.2026.109835
Ji-Jing Lu, Xiao-Heng Chang
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引用次数: 0

Abstract

This paper addresses the challenge of nonfragile H∞ filtering for networked Takagi-Sugeno (T-S) fuzzy systems subject to hybrid network-induced constraints, including limited communication bandwidth and signal quantization. A multipath dynamic quantization strategy is applied to both measurement and estimated outputs to mitigate quantization effects, while a weighted try-once-discard (WTOD) protocol is employed to schedule data transmission and reduce network congestion. By integrating the scheduling protocol and filter design within a unified co-design framework, we formulate the problem as a nonfragile H∞ filtering task under nonideal communication. Using an enhanced Lyapunov-Krasovskii functional approach and average dwell-time (ADT) technique, we derive delay-dependent stability criteria that ensure the resulting filtering error system (FES) is asymptotically stable with a prescribed H∞ disturbance attenuation level. The proposed filter is not only robust against external disturbances but also nonfragile to slight variations in its own implementation gains. Simulations on a tunnel diode circuit model validate the proposed method, demonstrating enhanced estimation accuracy and superior H∞ performance compared to prior approaches.
多径量化网络化T-S模糊系统的协议调度非脆弱H∞滤波
本文研究了受混合网络约束的网络Takagi-Sugeno (T-S)模糊系统的非脆弱H∞滤波问题,包括有限的通信带宽和信号量化。测量输出和估计输出均采用多路径动态量化策略,以减轻量化效应,同时采用加权尝试丢弃(WTOD)协议来调度数据传输和减少网络拥塞。通过将调度协议和滤波器设计集成在一个统一的协同设计框架中,我们将该问题表述为非理想通信下的非脆弱H∞滤波任务。利用增强的Lyapunov-Krasovskii泛函方法和平均停留时间(ADT)技术,我们导出了延迟相关的稳定性准则,以确保所得到的滤波误差系统(FES)在规定的H∞干扰衰减水平下渐近稳定。所提出的滤波器不仅对外部干扰具有鲁棒性,而且对其自身实现增益的微小变化也不脆弱。在隧道二极管电路模型上的仿真验证了所提出的方法,与先前的方法相比,证明了提高的估计精度和优越的H∞性能。
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来源期刊
Fuzzy Sets and Systems
Fuzzy Sets and Systems 数学-计算机:理论方法
CiteScore
6.50
自引率
17.90%
发文量
321
审稿时长
6.1 months
期刊介绍: Since its launching in 1978, the journal Fuzzy Sets and Systems has been devoted to the international advancement of the theory and application of fuzzy sets and systems. The theory of fuzzy sets now encompasses a well organized corpus of basic notions including (and not restricted to) aggregation operations, a generalized theory of relations, specific measures of information content, a calculus of fuzzy numbers. Fuzzy sets are also the cornerstone of a non-additive uncertainty theory, namely possibility theory, and of a versatile tool for both linguistic and numerical modeling: fuzzy rule-based systems. Numerous works now combine fuzzy concepts with other scientific disciplines as well as modern technologies. In mathematics fuzzy sets have triggered new research topics in connection with category theory, topology, algebra, analysis. Fuzzy sets are also part of a recent trend in the study of generalized measures and integrals, and are combined with statistical methods. Furthermore, fuzzy sets have strong logical underpinnings in the tradition of many-valued logics.
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