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首页> 外文期刊>International journal of systems science >H_∞ filtering for nonlinear singular Markovian jumping systems with interval time-varying delays
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H_∞ filtering for nonlinear singular Markovian jumping systems with interval time-varying delays

机译:具有间隔时变时滞的非线性奇异马尔可夫跳跃系统的H_∞滤波。

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摘要

The problem of H_∞ filtering for nonlinear singular Markovian jumping systems with interval time-varying delays is investigated. The delay factor is assumed to be time-varying and belongs to a given interval, which means that the lower and upper bounds of the interval time-varying delays are available. Furthermore, the derivative of the time-varying delay function can be larger than one. With partial knowledge of the jump rates of the Markov process, a new delay-range-dependent bounded real lemma for the solvability of the jump system is obtained based on the Lyapunov-Krasovskii functional, which is in terms of strict linear matrix inequalities (LMIs). When these LMIs are feasible, an expression of a desired H_∞ filter is given. Numerical examples are given to illustrate the effectiveness of the developed techniques.
机译:研究了具有间隔时变时滞的非线性奇异Markovian跳跃系统的H_∞滤波问题。假定延迟因子是随时间变化的,并且属于给定的间隔,这意味着间隔随时间变化的延迟的上下限是可用的。此外,时变延迟函数的导数可以大于一。通过对马尔可夫过程的跳跃率有部分了解,基于Lyapunov-Krasovskii泛函,这是严格线性矩阵不等式(LMI)的基础上,获得了一个新的依赖于延迟范围的有界实数引理,用于跳跃系统的可解性)。当这些LMI可行时,给出所需H_∞滤波器的表达式。数值例子说明了所开发技术的有效性。

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