不确定离散切换奇异系统的鲁棒H∞滤波

Huaping Zhang, Hongda Fan, Shuping Ma
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引用次数: 0

摘要

讨论了具有参数不确定性的离散时间切换奇异系统的鲁棒H∞滤波问题。基于受限系统等效变换,通过引入新的状态向量,将滤波误差系统转换为一个切换的标准线性系统,然后根据线性矩阵不等式设计了一个切换滤波器,保证了滤波误差系统是正则的、因果的、稳定的,并且对所有允许的不确定性都满足H∞性能。H∞滤波器可以是满阶或降阶的。算例说明了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robust H∞ filtering for uncertain discrete-time switched singular systems
The robust H∞ filtering problem for discrete-time switched singular systems with parameter uncertainties is discussed. Based on the restricted system equivalent (r.s.e.) transformation and by introducing new state vectors, the filtering error system is transformed into a switched standard linear system, then a switched filter is designed in terms of linear matrix inequality, which guarantees that the filtering error system is regular, causal, stable and satisfies H∞ performance for all admissible uncertainties. The H∞ filter can be full or reduced order. A numerical example is given to illustrate the effectiveness of the proposed method.
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