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 :
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