Mean square exponential stabilisation for directional 2D Roesser hidden Markov model

作者：Xiang Zhang, Jun Song, Peng Cheng, Kaibo Shi, Shuping He · 发表于：International Journal of Systems Science · 年份：2022 · DOI：10.1080/00207721.2022.2148493 · 被引用次数：9 · 研究领域：Stability and Control of Uncertain Systems、Neural Networks Stability and Synchronization、Stability and Controllability of Differential Equations

Based on the two-dimensional (2D) Roesser model, this paper focuses on the asynchronous controller design for directional 2D Markov jump systems (MJSs). Considering the more practical situation that the modes of the 2D MJSs in the horizontal and vertical directions are independent, and the system modes are asynchronous with that of the controller, the directional 2D MJSs are proposed and the asynchronous controller is designed, respectively. Based on the Lyapunov theory, a sufficient condition for the mean square exponential stability of the controlled directional 2D MJSs is given. Moreover, the partially unknown transition probabilities in systems and controllers are considered. Finally, an example is given to illustrate that the proposed method is effective.