DocumentCode
433747
Title
On the use of L/sub 2/ gap metric for identifying Hammersteim models
Author
Al-Amer, Samir H. ; Al-Sunni, Fouad M.
Author_Institution
Dept. of Syst. Eng., King Fahd Univ. of Pet. & Miner., Dhahran, Saudi Arabia
Volume
1
fYear
2004
fDate
20-23 July 2004
Firstpage
112
Abstract
We consider the identification of nonlinear systems of the Hammerstein class. Hammerstein models are special in the sense that they can be transformed into linear models on which linear systems techniques could be applicable. We propose an iterative identification algorithm to obtain a model that minimizes the L/sub 2/ gap between the true and the identified model. An example is given in illustration.
Keywords
identification; iterative methods; nonlinear control systems; Hammersteim model; L/sub 2/ gap metric; iterative identification algorithm; linear model; linear systems technique; nonlinear system identification; Feedback; Iterative algorithms; Least squares approximation; Least squares methods; Minerals; Nonlinear systems; Petroleum; Power system modeling; Robust stability; Systems engineering and theory;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference, 2004. 5th Asian
Conference_Location
Melbourne, Victoria, Australia
Print_ISBN
0-7803-8873-9
Type
conf
Filename
1425944
Link To Document