Design for networked control systems with compound Markovian transition probabilities

Guotao Hui, Yisheng Liu, Yingchun Wang
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引用次数: 2

Abstract

This paper is concerned with stability and controller design of networked control systems (NCSs) with a compound Markovian transition probabilities. Firstly, a compound Markovian transition probabilities matrix is defined to described the work process of NCSs and co-decided by two independent work process: one is the packet dropouts process, which is defined as the sequence of the time intervals between consecutively successfully transmitted data; The other is the network-induced delay process, which is related to the delay of successfully transmitted data and based on a random division of intervals. Moreover, a new hybrid Markovian jump nonlinear systems (HMJNSs) model for NCSs is proposed. For handling the inter-sample behavior, which leads to nonlinear in model, anew norm bounded method is proposed. Furthermore, based on the such method and an operative mode dependent Lyapunov functional, sufficient conditions for mean square stability are derived in the form of linear matrix inequalities (LMIs) and corresponding control laws are given. Finally, numerical example illustrates the effectiveness of the results.
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具有复合马尔可夫转移概率的网络控制系统设计
研究了具有复合马尔可夫转移概率的网络控制系统的稳定性和控制器设计问题。首先,定义一个复合马尔可夫转移概率矩阵来描述NCSs的工作过程,并由两个独立的工作过程共同决定:一个是丢包过程,定义为连续成功传输数据之间的时间间隔序列;另一种是网络引起的延迟过程,它与成功传输数据的延迟有关,并基于随机划分的间隔。在此基础上,提出了一种新的混合马尔可夫跃变非线性系统模型。针对样本间行为导致模型非线性的问题,提出了一种新的范数有界方法。在此基础上,利用与工作模式相关的Lyapunov泛函,以线性矩阵不等式(lmi)的形式导出了均方稳定的充分条件,并给出了相应的控制律。最后,通过数值算例说明了所得结果的有效性。
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