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Observers for nonlinear lipschitz discrete time systems with extension to H∞ filtering design | IEEE Conference Publication | IEEE Xplore

Observers for nonlinear lipschitz discrete time systems with extension to H∞ filtering design


Abstract:

This note focuses on state observer design for a general class of nonlinear discrete-time systems. The main contribution lies in the use of the differential mean value th...Show More

Abstract:

This note focuses on state observer design for a general class of nonlinear discrete-time systems. The main contribution lies in the use of the differential mean value theorem (DMVT) to transform the nonlinear error dynamics into a linear parameter varying (LPV) system. This has the advantage of introducing a general condition on the non linear functions. An extension to H filtering design is obtained for systems with linear and nonlinear outputs. LMI conditions are presented to ensure asymptotic convergence. Then performances and accuracy of the results are illustrated through simulation examples.
Date of Conference: 21-24 March 2016
Date Added to IEEE Xplore: 19 May 2016
ISBN Information:
Conference Location: Leipzig, Germany

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