Exponential l2 − l∞ filtering for discrete-time switched systems under a new framework

SUMMARY In this paper, a robust exponential l2 − l∞ filtering problem is addressed for discrete‐time switched systems with polytopic uncertainties. The purpose of robust exponential l2 − l∞ filtering is to design a filter such that the resulting filtering error system is robustly exponentially stabl...

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Veröffentlicht in:International journal of adaptive control and signal processing 2012-02, Vol.26 (2), p.124-137
Hauptverfasser: Zong, Guangdeng, Hou, Linlin, Wu, Yuqiang
Format: Artikel
Sprache:eng
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Zusammenfassung:SUMMARY In this paper, a robust exponential l2 − l∞ filtering problem is addressed for discrete‐time switched systems with polytopic uncertainties. The purpose of robust exponential l2 − l∞ filtering is to design a filter such that the resulting filtering error system is robustly exponentially stable with a decay rate and a prescribed exponential l2 − l∞ performance index. The robust exponential l2 − l∞ filtering problem is solved via an average dwell time approach. Sufficient conditions in terms of strict LMI are derived for checking the robust exponential stability of a filter. An explicit expression for the desired robust exponential filter is also given. Finally, a numerical example is provided to demonstrate the potential and effectiveness of the proposed method. Copyright © 2011 John Wiley & Sons, Ltd.
ISSN:0890-6327
1099-1115
DOI:10.1002/acs.1280