伯努利分布
耗散系统
欺骗
非线性系统
滤波器(信号处理)
伯努利原理
模糊逻辑
控制理论(社会学)
计算机科学
数学
应用数学
随机矩阵
随机变量
特征向量
人工智能
统计
物理
法学
控制(管理)
量子力学
政治学
计算机视觉
热力学
作者
Guobao Liu,Shibin Shen,Xianglei Jia
出处
期刊:Complexity
[Hindawi Limited]
日期:2021-01-01
卷期号:2021: 1-15
被引量:1
摘要
This paper applies a T-S fuzzy model to depict a class of nonlinear time-varying-delay singular systems and investigates the dissipative filtering problem for these systems under deception attacks. The measurement output is assumed to encounter random deception attacks during signal transmission, and a Bernoulli distribution is used to describe this random phenomena. In this case, the filtering error system modeled by a stochastic singular T-S fuzzy system is established and stochastic admissibility for this kind of system is defined firstly. Then, by combining some integral inequalities and using the Lyapunov–Krasovskii functional approach, sufficient delay-dependent conditions are presented based on linear matrix inequality techniques, where the system of filtering error can be stochastically admissible and strictly -dissipative against randomly occurring deception attacks. Moreover, parameters of the desired filter can be obtained via the solutions of the established conditions. The validity of our work is illustrated through a mostly used example of the nonlinear system.
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