On the effect of neglecting sensor dynamics in parameter identification problems

Citation
Al. Dontchev et al., On the effect of neglecting sensor dynamics in parameter identification problems, SIAM J CON, 38(4), 2000, pp. 1309-1321
Citations number
14
Categorie Soggetti
Mathematics,"Engineering Mathematics
Journal title
SIAM JOURNAL ON CONTROL AND OPTIMIZATION
ISSN journal
03630129 → ACNP
Volume
38
Issue
4
Year of publication
2000
Pages
1309 - 1321
Database
ISI
SICI code
0363-0129(20000524)38:4<1309:OTEONS>2.0.ZU;2-Z
Abstract
In this paper, we consider a deterministic parameter identification problem for a nonlinear control system subject to disturbances and with output mea sured by a sensor with fast dynamics. We study the effect of neglecting sen sor dynamics on the set of parameter values that are consistent with the me asurements. We show that when neglecting dynamics we must significantly mod ify the corresponding static model of the sensor in order to obtain a set o f parameter values that contains the true value and is consistent with the measurements. We describe a correct model of the static sensor which is in a sense minimal.