控制理论(社会学)
数学
模糊控制系统
模糊逻辑
线性化
指数稳定性
停留时间
摄动(天文学)
李雅普诺夫函数
分段
滤波器(信号处理)
过滤问题
滤波器设计
计算机科学
非线性系统
数学分析
控制(管理)
人工智能
物理
医学
临床心理学
量子力学
计算机视觉
作者
Peng Shi,Xiaojie Su,Fanbiao Li
标识
DOI:10.1109/tac.2015.2477976
摘要
In this technical note, the problem of the dissipativity-based filtering problem is considered for a class of T-S fuzzy switched systems with stochastic perturbation. Firstly, a sufficient condition of strict dissipativity performance is given to guarantee the mean-square exponential stability for the concerned T-S fuzzy switched system. Then, our attention is focused on the design of a filter to the T-S fuzzy switched system with Brownian motion. By combining the average dwell time technique with the piecewise Lyapunov function technique, the desired fuzzy filters are designed that guarantee the filter error dynamic system to be mean-square exponential stable with a strictly dissipative performance, and the corresponding solvability condition for the fuzzy filter is also presented based on the linearization procedure approach. Finally, an example is provided to illustrate the effectiveness of the proposed dissipativity-based filter technique.
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