DocumentCode
839778
Title
On-line parameter identification of bilinear systems
Author
Inagaki, Makoto
Author_Institution
Niigata University, Niigata, Japan
Volume
27
Issue
4
fYear
1982
fDate
8/1/1982 12:00:00 AM
Firstpage
984
Lastpage
986
Abstract
In this correspondence, an on-line identification scheme for bilinear systems is presented. This algorithm is a direct extension of the stochastic approximation algorithm proposed by Saridis and Stein to bilinear systems. The properties of the algorithm are that it does not require knowledge of the noise statistics and that it converges to the true value of the parameters (Volterra kernals) in the mean-square sense.
Keywords
Bilinear systems; Parameter identification, nonlinear systems; Approximation algorithms; Convolution; Costs; Equations; Image restoration; Iterative algorithms; Iterative methods; Kernel; Nonlinear systems; Parameter estimation;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.1982.1103042
Filename
1103042
Link To Document