多面体算子系统的改进鲁棒H∞滤波

Ying Zhang, Rui Zhang, Baopu Li, J. Liao
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引用次数: 0

摘要

研究了多面体Delta算子系统的鲁棒H∞滤波问题。其主要目的是获得一个稳定而合适的线性滤波器,使滤波误差系统在规定的H∞衰减水平下保持鲁棒稳定。基于有界实数引理,通过包含附加自由参数的矩阵不等式条件,可以更有效地评价鲁棒H∞性能。当将这种新的矩阵不等式条件应用于鲁棒滤波器设计时,这些参数为优化保证的H∞性能提供了额外的自由度,从而导致设计的保守性降低。最后通过一个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。
Improved robust H∞ filtering for polytopic delta operator systems
The problem of robust H∞ filtering for polytopic Delta operator systems is investigated. The main purpose is to obtain a stable and proper linear filter such that the filtering error system remains robustly stable with a prescribed H∞ attenuation level. Based on the bounded real lemma, a more efficient evaluation of robust H∞ performance can be obtained by a matrix inequality condition which contains additional free parameters. When applying this new matrix inequality condition to be the robust filter design, these parameters provide extra degrees of freedom in optimizing the guaranteed H∞ performance and lead to a less-conservative design. A numerical example is included to illustrate the effectiveness of the proposed approach.
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