Zhang Panpan, Kao Yonggui, Hu Jun, Niu Ben, Xia Hongwei, Wang Changhong
IEEE Trans Cybern. 2023 Jan;53(1):248-261. doi: 10.1109/TCYB.2021.3093162. Epub 2022 Dec 23.
In this article, the finite-time observer-based sliding-mode control (SMC) problem is considered for stochastic Markovian jump systems (MJSs) with a deterministic switching chain (DSC) subject to time-varying delay and packet losses (PLs). First, the stochastic MJSs with DSC are appropriately modeled and the PLs case is characterized by using some Bernoulli random variables. Then, a nonfragile finite-time bounded sliding-mode observer is designed. Our objective is to propose a finite-time observer-based SMC approach such that for the above addressed system, the finite-time boundedness in a certain time interval can be guaranteed by giving sufficient criteria via the stochastic analysis skills and average dwell time (ADT) method. Moreover, a new robust finite-time sliding-mode controller can be designed to ensure reachability of the common sliding surface in the estimation space. Finally, a numerical example is provided to illustrate our theoretical results.
在本文中,考虑了具有确定性切换链(DSC)的随机马尔可夫跳跃系统(MJSs)的基于有限时间观测器的滑模控制(SMC)问题,该系统存在时变延迟和数据包丢失(PLs)。首先,对具有DSC的随机MJSs进行了适当建模,并通过一些伯努利随机变量来表征PLs情况。然后,设计了一个非脆弱有限时间有界滑模观测器。我们的目标是提出一种基于有限时间观测器的SMC方法,使得对于上述系统,通过随机分析技巧和平均驻留时间(ADT)方法给出充分准则,能够保证在特定时间间隔内的有限时间有界性。此外,可以设计一种新的鲁棒有限时间滑模控制器,以确保估计空间中公共滑模面的可达性。最后,给出了一个数值例子来说明我们的理论结果。