具有不可测前提变量和有界扰动的区间2型T-S模糊系统的事件触发非脆弱观测器设计

Ming Yuan, Yueyang Li, Dong Zhao
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引用次数: 0

摘要

研究了受不可测前提变量和有界扰动影响的离散时间非线性系统的事件触发非脆弱状态观测器的设计问题。利用区间2型Takagi-Sugeno模糊模型表示复杂非线性系统的上下隶属函数。提出了一种用于状态估计的非脆弱观测器设计方案。引入事件触发机制作为实现系统性能与信号传输频率平衡的有力手段,减轻了网络传输负荷。在二次有界理论框架内提出了一种模糊观测器设计方法,给出了估计误差动力系统具有二次稳定性的判据。利用线性矩阵不等式给出了理想观测器参数矩阵。通过仿真实例,验证了寻址模糊观测器方法的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Event-triggered Nonfragile Observer Design for Interval Type-2 T-S Fuzzy Systems with Unmeasurable Premise Variables and Bounded Disturbances
In this study, the designing problem of event- triggered nonfragile state observer of discrete time nonlinear systems affected by both unmeasurable premise variables and bounded disturbances is investigated. The complex nonlinear systems are expressed utilizing interval type-2 Takagi-Sugeno fuzzy models with upper and lower membership functions. A design scheme of nonfragile observer is presented for estimating the states. Event-triggered mechanism as a powerful way to realize a tradeoff between system performance and signal transmission frequency is introduced to alleviate network transmission load. A fuzzy observer design approach is presented within the frame of quadratic boundedness theory, and the criterion of the estimated error dynamical system possessing quadratic stability is given. The desirable observer parameter matrices are given in virtue of linear matrix inequality. Through a simulation example, the feasibility of the addressed fuzzy observer methodology is verified.
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