Fuzzy-Model-Based <inline-formula><tex-math notation="LaTeX">$H_\infty$</tex-math></inline-formula> Control for Networked Singularly Perturbed Systems: The Asynchronous Weighted Try-Once-Discard Protocol Case

被引:0
|
作者
Hu, Yue [1 ]
Cai, Chenxiao [1 ]
Lin, Hong [2 ]
Kwon, Oh-Min [3 ]
机构
[1] Nanjing Univ Sci & Technol, Sch Automat, Nanjing 210094, Peoples R China
[2] Shenzhen Polytech Univ, Inst Intelligence Sci & Engn, Shenzhen 518055, Peoples R China
[3] Chungbuk Natl Univ, Sch Elect Engn, Cheongju 28644, South Korea
基金
中国国家自然科学基金;
关键词
Protocols; Dynamic scheduling; Sensors; Schedules; Uncertainty; Uncertain systems; Nonlinear dynamical systems; Communication protocol; interval Type-2 (IT2) fuzzy control; networked control; singularly perturbed systems (SPSs); STABILITY ANALYSIS; CONTROL DESIGN;
D O I
10.1109/TFUZZ.2024.3359287
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article is devoted to designing an $H_\infty$ fuzzy controller for nonlinear singularly perturbed systems (SPSs) with limited communication bandwidth and parameter uncertainty. The challenges lie in designing a scheduling protocol for slow and fast system dynamics with less conservatism and addressing the issues of mismatched membership functions. The main contributions of this article are threefold. First, an asynchronous weighted try-once discard mechanism is designed for slow and fast dynamics to effectively schedule data communication between sensors and the controller. Second, slow and fast controllers are designed using interval type-2 fuzzy technique to deal with system nonlinearity and parameter uncertainty. Third, a composite controller is designed to ensure the asymptotic stability of nonlinear SPSs. The feasibility of our approach is illustrated through a numerical example.
引用
收藏
页码:2713 / 2724
页数:12
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