DocumentCode
821241
Title
Issues in system identification
Author
Ljung, Lennart
Author_Institution
Dept. of Electr. Eng., Linkoping Univ., Sweden
Volume
11
Issue
1
fYear
1991
Firstpage
25
Lastpage
29
Abstract
A brief outline is given of mainstream system identifications, i.e. the typical approaches, algorithms, and properties in the world of data-based model construction. A number of important problems that are not sufficiently understood are pointed out. Particular attention is given to the problem of how to develop constructive and systematic ways to determine suitable model structures, i.e. to move from parameter estimation to system identification.<>
Keywords
identification; data-based model construction; model structure determination; system identification; Application software; Building materials; Computer industry; Conferences; Humans; Least squares methods; Mathematical model; Neural networks; Software packages; System identification;
fLanguage
English
Journal_Title
Control Systems, IEEE
Publisher
ieee
ISSN
1066-033X
Type
jour
DOI
10.1109/37.103346
Filename
103346
Link To Document