An observer design for uniformly observable non-linear systems

Citation
Kk. Busawon et J. Leon-morales, An observer design for uniformly observable non-linear systems, INT J CONTR, 73(15), 2000, pp. 1375-1381
Citations number
10
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
INTERNATIONAL JOURNAL OF CONTROL
ISSN journal
00207179 → ACNP
Volume
73
Issue
15
Year of publication
2000
Pages
1375 - 1381
Database
ISI
SICI code
0020-7179(200010)73:15<1375:AODFUO>2.0.ZU;2-P
Abstract
In this paper, we give a new observer design methodology for single-output uniformly observable systems. In fact, the proposed observer is an improvem ent of the high gain observer given by Gauthier et al. (1992). The improvem ent lies basically in the fact that part of the non-linearity of the system is incorporated in the observer design strategy. Consequently, unlike the observer given in Gauthier et al. (1992), the gain of the improved observer is function of the state estimate. A comparison of the proposed observer t o that given by Gauthier et al. (1992), is made via a simulation example de aling with a flexible joint mechanism and it is shown that the improved obs erver is more robust with regard to measurement noise and present less tran sient oscillations. An extension of the design strategy is also presented f or a more general class of non-linear systems.