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Applied Mathematics and Computation
Volume 150, Issue 2, 8 March 2004, Pages 555-583
 
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doi:10.1016/S0096-3003(03)00291-1    How to Cite or Link Using DOI (Opens New Window)
Copyright © 2003 Elsevier Inc. All rights reserved.

Robust adaptive control of discrete nominally stabilizable plants

S. Alonso-QuesadaCorresponding Author Contact Information, E-mail The Corresponding Author and M. De la Sen

Dpto. de Electricidad y Electrónica, Facultad de Ciencias, Universidad del Paıs Vasco, UPV-EHU, 48940 Leioa (Bizkaia), Spain

Available online 6 May 2003.

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Abstract

This paper presents an indirect pole-placement based adaptive control scheme for discrete linear time-invariant non-necessarily inversely stable and stabilizable systems. The scheme is a pole-placement type without requiring the plant inverse stability assumption. The control objective is that the plant output should asymptotically track in the absence of unmodeled dynamics and bounded disturbances a reference signal, given by an arbitrary stable filter, under a bounded tracking error while ensuring robust closed-loop stability. The adaptive stabilizability and the robustness of this system under the presence of unmodeled dynamics and, possibly, bounded disturbances, are proved without assuming the controllability of the modeled plant. A normalized least-squares algorithm with a relative adaptation dead-zone and ‘a posteriori’ modification of the parameter estimates is used to ensure the controllability of the modified estimation plant model at all sampling instants and at the limit. Such a property is crucial to solve the stable pole-placement problem. On the other hand, the relative adaptation dead-zone is included for robustness purposes under unmodeled dynamics and, possibly, bounded disturbances.

Author Keywords: Robust control; Unmodeled dynamics; Adaptive stabilizability; Inversely unstable plant; Tracking; Adaptation dead-zone

Article Outline

1. Introduction
2. Problem statement
2.1. Case of known plant and absence of unmodeled dynamics (η(·)≡0)
2.2. Case of unknown plant
3. Adaptive control
3.1. Estimation and modification algorithms
3.2. Adaptive control law
3.3. Properties of the adaptive control system
4. Stability analysis
5. Simulations results
6. Conclusions
Acknowledgements
Appendix A. Proof of Lemma 3.1
Appendix B. Proof of Lemma 3.2
Appendix C. Proof of Theorem 4.1
References









 
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