A regularized rational model estimation algorithm

Authors
Mao, KZ Billings, SA Zhu, QM
Citation
Kz. Mao et al., A regularized rational model estimation algorithm, INT J SYST, 30(5), 1999, pp. 455-465
Citations number
32
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE
ISSN journal
00207721 → ACNP
Volume
30
Issue
5
Year of publication
1999
Pages
455 - 465
Database
ISI
SICI code
0020-7721(199905)30:5<455:ARRMEA>2.0.ZU;2-G
Abstract
A regularized rational model estimator is formulated for the estimation of nonlinear dynamic rational models. Theoretical analysis and numerical simul ations demonstrate that the regularized algorithm provides improved estimat es compared with previously developed rational model estimators.