Title :
Identifiability of time-varying parameters in a class of linear dynamical systems
Author :
Sufleta, Zbigniew
Author_Institution :
University of Wrocław, Wrocław, Poland
fDate :
10/1/1982 12:00:00 AM
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;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.1982.1103072