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

机译: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

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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.
机译:本文研究了一类具有随机马尔可夫数据包丢失的网络控制系统(NCS)的稳定性分析和控制器设计问题。系统的类型被建模为基于隐马尔可夫模型的,具有部分未知的马尔可夫状态的马尔可夫跳跃线性系统。我们为稳定性提出了充分的条件,并开发了具有丢包的NCS的控制器设计方法。数值模拟的例子说明了结果的有效性。

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