Multiple model adaptive control. Part 2: Switching

Citation
J. Hespanha et al., Multiple model adaptive control. Part 2: Switching, INT J ROBUS, 11(5), 2001, pp. 479-496
Citations number
23
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL
ISSN journal
10498923 → ACNP
Volume
11
Issue
5
Year of publication
2001
Pages
479 - 496
Database
ISI
SICI code
1049-8923(20010430)11:5<479:MMACP2>2.0.ZU;2-M
Abstract
This paper addresses the problem of controlling a continuous-time linear sy stem with large modelling errors. We employ an adaptive control algorithm c onsisting of a family of linear candidate controllers supervised by a high- level switching logic. Methods for constructing such controller families ha ve been discussed in the recent paper by the authors. The present paper con centrates on the switching task in a multiple model context. We describe an d compare two different switching logics, and in each case study the behavi our of the resulting closed-loop hybrid system. Copyright (C) 2001 John Wil ey & Sons, Ltd.