DocumentCode
836427
Title
A two-stage least-squares procedure for system identification
Author
Hsia, T.C.
Author_Institution
University of California, Davis, CA, USA
Volume
26
Issue
3
fYear
1981
fDate
6/1/1981 12:00:00 AM
Firstpage
742
Lastpage
745
Abstract
A new two-stage least-squares method is developed for system identification. This method is computationally simpler than earlier methods when the system order is high. The method is then experimentally compared with other methods. Moreover, recursive algorithms for on-line identification are presented along with computer simulation data.
Keywords
Least-squares methods; Recursive estimation; System identification, linear systems; Chebyshev approximation; Computational modeling; Design methodology; Frequency; Linear systems; Nonlinear equations; Parameter estimation; Power generation; System identification; Yield estimation;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.1981.1102726
Filename
1102726
Link To Document