DocumentCode
706808
Title
Identification of a class of linear models with nonlinearly varying parameters
Author
Previdi, Fabio ; Lovera, Marco
Author_Institution
Dipt. di Elettron. e Inf., Politec. di Milano, Milan, Italy
fYear
1999
fDate
Aug. 31 1999-Sept. 3 1999
Firstpage
2813
Lastpage
2817
Abstract
A novel class of hybrid linear/nonlinear models is proposed for nonlinear identification purposes and a specific parameter tuning algorithm is presented. The connections between this model class and the Local Model Network family are outlined. Finally, the capabilities of this model in identification problems is outlined by means of simulations.
Keywords
continuous systems; control nonlinearities; discrete systems; identification; linear systems; nonlinear control systems; class identification; hybrid linear-nonlinear models; local model network family; nonlinear identification; nonlinearly varying parameters; parameter tuning algorithm; Data models; Estimation; Neural networks; Noise; Parameter estimation; Performance analysis; Solid modeling;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (ECC), 1999 European
Conference_Location
Karlsruhe
Print_ISBN
978-3-9524173-5-5
Type
conf
Filename
7099753
Link To Document