A Note on Observers for Discrete-Time Lipschitz Nonlinear Systems

This brief considers observer design for a class of discrete-time nonlinear systems with Lipschitz nonlinearities. We first remark some statements and results in a recent brief by Zemouche and Boutayeb. In particular, we show that their results are more conservative than an existing one, rather than...

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Veröffentlicht in:IEEE transactions on circuits and systems. II, Express briefs Express briefs, 2012-02, Vol.59 (2), p.123-127
Hauptverfasser: Zhang, Wei, Su, Housheng, Zhu, Fanglai, Yue, Dong
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Zhu, Fanglai
Yue, Dong
description This brief considers observer design for a class of discrete-time nonlinear systems with Lipschitz nonlinearities. We first remark some statements and results in a recent brief by Zemouche and Boutayeb. In particular, we show that their results are more conservative than an existing one, rather than less conservative as claimed. Moreover, most of the existing results are only applicable to some particular classes of Lipschitz systems with a Lipschitz constant less than one. In order to obtain less conservative results, the concept of a one-sided Lipschitz condition, which is an extension of its well-known Lipschitz counterpart, is introduced. Sufficient conditions ensuring the existence of state observers for one-sided Lipschitz nonlinear systems are then presented. A numerical example is included to illustrate the advantages and effectiveness of the proposed design.
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subjects Discrete-time nonlinear systems
Educational institutions
Linear matrix inequalities
linear matrix inequality (LMI)
Lyapunov methods
Lyapunov stability
Nonlinear systems
observer design
Observers
one-sided Lipschitz condition
Symmetric matrices
Synchronization
title A Note on Observers for Discrete-Time Lipschitz Nonlinear Systems
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