Stability analysis and controller design for networked control systems based on hidden Markov model

L. Qiu, Bugong Xu, Shanbin Li
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引用次数: 2

Abstract

In this paper, the problem of stability analysis and controller design for a class of networked control systems (NCSs) with stochastic markovian packet dropouts is investigated. The kind of systems are modeled as Markov jump linear systems with partly unknown Markov states based on the hidden Markov model. We present sufficient condition for the stability and develop the controller design method for NCSs with packet dropouts. The example of numerical simulation illustrates the effectiveness of the results.
基于隐马尔可夫模型的网络控制系统稳定性分析与控制器设计
研究了一类具有随机马尔可夫丢包的网络控制系统的稳定性分析和控制器设计问题。基于隐马尔可夫模型,将这类系统建模为部分未知马尔可夫状态的马尔可夫跳变线性系统。给出了系统稳定性的充分条件,并提出了具有丢包的ncs的控制器设计方法。数值仿真实例说明了所得结果的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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