DocumentCode
840097
Title
Identifiability of time-varying parameters in a class of linear dynamical systems
Author
Sufleta, Zbigniew
Author_Institution
University of Wrocław, Wrocław, Poland
Volume
27
Issue
5
fYear
1982
fDate
10/1/1982 12:00:00 AM
Firstpage
1114
Lastpage
1116
Abstract
This paper deals with the problem of determining time-varying parameters in a system described by a linear differential equation from noise-free observations of input/output signals. For the special case of periodically varying parameters, two identifiability questions are discussed: 1) how to check whether the available experimental data allow unique determination of system parameters, and 2) how to design the experiment to accomplish this with a priori knowledge. Necessary and sufficient conditions for identifiability are obtained.
Keywords
Linear systems, time-varying; Parameter identification, linear systems; Time-varying systems, linear; Control systems; Cybernetics; Differential equations; Mathematical model; Signal processing; Sufficient conditions; Tellurium; Time varying systems; Transfer functions;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.1982.1103072
Filename
1103072
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