A backstepping-like approach to adaptive control in discrete time

Citation
S. Monaco et al., A backstepping-like approach to adaptive control in discrete time, EUR J CONTR, 6(4), 2000, pp. 298-321
Citations number
27
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
EUROPEAN JOURNAL OF CONTROL
ISSN journal
09473580 → ACNP
Volume
6
Issue
4
Year of publication
2000
Pages
298 - 321
Database
ISI
SICI code
0947-3580(2000)6:4<298:ABATAC>2.0.ZU;2-X
Abstract
Nonlinear adaptive control in discrete time is still largely open. The exis ting results deal with particular cases and are mainly based upon tradition al estimation techniques issued from the linear literature. In this paper, combining a backstepping strategy and "a posteriori" estimation concepts, a novel approach for achieving adaptive stabilization is proposed. It can di rectly be applied to a class of nonlinear discrete-time systems that, analo gous to the continuous-time context, are said to be in a parametric strict- feedback form. Necessary, and sufficient geometric-conditions guaranteeing the equivalence of a general discrete-time dynamics to the parametric stric t-feedback form or to some related classes of dynamics are also proposed.