DocumentCode
3693184
Title
Estimation of affine LPV state space models in the frequency domain: Extension to transient behavior and non-periodic inputs
Author
Jan Goos;John Lataire;Rik Pintelon
Author_Institution
Dept. ELEC, Fundamental Electricity and Instrumentation, Vrije Universiteit Brussel, Pleinlaan 2, 1050 Brussels, Belgium
fYear
2015
fDate
7/1/2015 12:00:00 AM
Firstpage
824
Lastpage
829
Abstract
Recently, a state space identification method was developed for linear periodic parameter-varying systems in the frequency domain. The proposed algorithm required the input and scheduling signals to be periodic and synchronized. In this paper, we extend the existing approach to handle transient behavior with respect to the input. Because the system is no longer required to be in steady state, non-periodic inputs can now be used as well. We illustrate the extended identification technique on a discrete time SIMO simulation example.
Keywords
"Frequency-domain analysis","Transient analysis","Mathematical model","Steady-state","Discrete Fourier transforms","Data models","Estimation"
Publisher
ieee
Conference_Titel
Control Conference (ECC), 2015 European
Type
conf
DOI
10.1109/ECC.2015.7330644
Filename
7330644
Link To Document