DocumentCode
3536121
Title
Nonparametric estimation of the best linear time-invariant approximation of a linear time-varying system
Author
Pintelon, Rik ; Louarroudi, Ebrahim ; Lataire, J.
Author_Institution
Dept. ELEC, Vrije Univ. Brussel, Brussels, Belgium
fYear
2013
fDate
10-13 Dec. 2013
Firstpage
5846
Lastpage
5851
Abstract
Nonparametric frequency response function (FRF) estimates are a standard tool to get quickly insight into the dynamic behavior of complex systems. However, in quite some applications the time-invariance assumption is not exactly met. Therefore, it is important to detect and quantify the deviation from the ideal time-invariant framework that is inherent to the concept of an FRF. In this paper we present a new (direct) method for estimating the best linear time-invariant approximation of a linear time-variant system, and compare it with an existing indirect approach.
Keywords
approximation theory; linear systems; time-varying systems; best linear time-invariant approximation; complex systems; dynamic behavior; linear time-varying system; nonparametric FRF estimation; nonparametric frequency response function estimates; time-invariance assumption; Discrete Fourier transforms; Least squares approximations; Mathematical model; Niobium; Polynomials; Time-varying systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location
Firenze
ISSN
0743-1546
Print_ISBN
978-1-4673-5714-2
Type
conf
DOI
10.1109/CDC.2013.6760811
Filename
6760811
Link To Document