异步通信
计算机科学
李雅普诺夫函数
过滤问题
标量(数学)
马尔可夫链
正确性
控制理论(社会学)
滤波器(信号处理)
隐马尔可夫模型
马尔可夫过程
非线性系统
算法
滤波器设计
数学
人工智能
电信
机器学习
几何学
控制(管理)
物理
统计
量子力学
计算机视觉
作者
Xia Zhou,Lulu Chen,Jinde Cao,Jun Cheng
标识
DOI:10.1016/j.isatra.2022.04.030
摘要
This correspondence analyses the issue of asynchronous filtering for discrete-time Markov switched repeat scalar nonlinear systems under the deception attacks. Aiming to economize on the finite network bandwidth, a novel event-triggered try-once-discard protocol is presented. At the same time, the hidden Markov model with partial information is considered to describe the asynchronization between Markov switched repeat scalar nonlinear systems and filter. By establishing a mode-dependent diagonally dominant Lyapunov function, sufficient criteria are attained such that the augmented filtering error system is stochastically stable when this system meets an expected H∞ performance level, and the desired asynchronous filter is designed. The correctness and validity of the proposed design method are verified by a numerical example.
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