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Stability Analysis of Networked Control Systems with Random Time Delays and Packet Dropouts Modeled by Markov Chains

机译:马尔可夫链建模的随机时延和丢包的网络控制系统的稳定性分析

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This paper investigates the stability analysis problem for a class of discrete-time networked control systems (NCSs) with random time delays and packet dropouts based on unified Markov jump model. The random time delays and packet dropouts existed in feedback communication link are modeled by two independent Markov chains; the resulting closed-loop system is described by a newMarkovian jump linear system(MJLS) withMarkov delays. Sufficient conditions of the stochastic stability forNCSs is obtained by constructing a novel Lyapunov functional, and the mode-dependent output feedback controller design method is presented based on linear matrix inequality (LMI) technique. A numerical example is given to illustrate the effectiveness of the proposed method.
机译:基于统一的马尔可夫跳跃模型,研究了一类具有随机时滞和丢包的离散时间网络控制系统的稳定性分析问题。反馈通信链路中存在的随机时间延迟和数据包丢失是通过两个独立的马尔可夫链建模的。所得的闭环系统由具有马尔可夫延迟的新马尔可夫跳跃线性系统(MJLS)描述。通过构造新型的Lyapunov泛函获得了NCSs随机稳定性的充分条件,并基于线性矩阵不等式(LMI)技术提出了与模式有关的输出反馈控制器设计方法。数值例子说明了该方法的有效性。

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