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首页> 外文期刊>Applied mathematics and computation >Asynchronous H-infinity filtering for nonlinear persistent dwell-time switched singular systems with measurement quantization
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Asynchronous H-infinity filtering for nonlinear persistent dwell-time switched singular systems with measurement quantization

机译:具有测量量化的非线性持久性停留停留时间交换奇异系统的异步H-Infinity滤波

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摘要

This paper deals with the asynchronous H-infinity filtering problem for a class of discrete-time switched nonlinear singular systems with measurement quantization. The switching of the filter is supposed to have a lag to the switching of the system modes, and both of the switchings are governed by persistent dwell-time switching (PDTS) regularity. By resorting to T-S fuzzy method, the complex nonlinear system can be modeled precisely by a set of local linear models. In addition, considering the limited communication capacity of networks, the measurement output is quantized before being transmitted to the filter. The main attention of this paper is focused on constructing an asynchronous filter which can ensure that the investigated filtering error system is exponentially admissible with a prescribed H-infinity performance. By virtue of some improved inequalities and reasonable matrix decoupling techniques, sufficient conditions based on linear matrix inequalities are presented. It should be noted that, superior to some existing results on PDTS systems, the Lyapunov functions are allowed to increase not only at switching instant, but also during part of subsystem's operation time. Therefore, the conditions obtained in this paper may have less conservatism. Finally, an illustrative example is provided to verify the effectiveness of the proposed scheme. (C) 2019 Elsevier Inc. All rights reserved.
机译:本文涉及具有测量量化的一类离散时间交换非线性奇异系统的异步H-Infinity过滤问题。滤波器的切换应该具有滞后的系统模式,并且两个切换由持久停留时间切换(PDT)规律性控制。通过借助T-S模糊方法,可以通过一组本地线性模型精确地建模复杂的非线性系统。此外,考虑到网络的有限通信能力,在传输到滤波器之前量化测量输出。本文的主要注意力集中在构建异步过滤器,该滤波器可以确保所调查的滤波误差系统对规定的H-Infinity性能指导地允许。借助于一些改进的不平等和合理的基质去耦技术,提出了基于线性矩阵不等式的充分条件。应该注意的是,优于PDTS系统的一些现有结果,允许Lyapunov函数不仅在切换瞬间增加,而且在子系统的操作时间的一部分期间增加。因此,本文获得的条件可能具有较少的保守主义。最后,提供了说明性示例以验证所提出的方案的有效性。 (c)2019 Elsevier Inc.保留所有权利。

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