Finite-time estimation algorithms for LPV discrete-time systems with application to output feedback stabilization

Khadidja Chaib-Draa, Ali Zemouche, Fazia Bedouhene, Rajesh Rajamani, Yan Wang, Hamid Reza Karimi, Taous-Meriem Laleg-Kirati

Research output: Contribution to journalArticlepeer-review

6 Scopus citations

Abstract

This paper deals with new finite-time estimation algorithms for Linear Parameter Varying (LPV) discrete-time systems and their application to output feedback stabilization. Two exact finite-time estimation schemes are proposed. The first scheme provides a direct and explicit estimation algorithm based on the use of delayed outputs, while the second scheme uses two combined asymptotic observers, connected by a condition of invertibility of a certain time-varying matrix, to recover solution of the LPV system in a finite-time. Furthermore, two stabilization strategies are proposed. The first strategy, called Delayed Inputs/Outputs Feedback (DIOF) stabilization method, is based on the use of the explicit estimation algorithm. The second technique, called Two Connected Observers Feedback (2-COF) stabilization method, is based on the use of two combined observers providing exact finite-time estimation. A numerical example is given to show the validity and effectiveness of the proposed algorithms by simulation.
Original languageEnglish (US)
Pages (from-to)109436
JournalAutomatica
Volume125
DOIs
StatePublished - Jan 16 2021

Bibliographical note

KAUST Repository Item: Exported on 2021-01-28
Acknowledged KAUST grant number(s): BAS/1/1627-0101
Acknowledgements: The authors would like to thank the anonymous reviewers for their constructive comments and helpful suggestions. This work was funded by the TechnOptiz start-up company founded by K. Chaib-Draa, and by King Abdullah University of Science and Technology (KAUST) baseline (BAS/1/1627-0101). R. Rajamani thanks the Benjamin Y.H.Liu-TSI endowment fund for support. F. Bedouhene thanks the Direction Générale de la Recherche Scientientifique et du Développement Technologique DGRSDT/MESRS-Algeria for the financial support. A. Zemouche thanks the IUT Henri Poincaré of Longwy for the partial support of this work.

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