Identification of MIMO non-linear systems using a forward-regression orthogonal estimator
作者:
S. A. Billings,
S. Chen,
M. J. Korenberg,
期刊:
International Journal of Control
(Taylor Available online 1989)
卷期:
Volume 49,
issue 6
页码: 2157-2189
ISSN:0020-7179
年代: 1989
DOI:10.1080/00207178908559767
出版商: Taylor & Francis Group
数据来源: Taylor
摘要:
An orthogonal least squares estimator, which was originally derived for single-input single-output systems, is extended to multi-input multi-output non-linear systems. The estimator can provide information about the structure, or which terms to include in the model, and final parameter estimates in a very simple and efficient manner. Multivariable non-linear model validity tests are also discussed and the results of applying the orthogonal estimator to both simulated and real data are included.
点击下载:
PDF (1114KB)
返 回