DocumentCode :
2098502
Title :
Estimation of nonparametric harmonic transfer functions for linear periodically time-varying systems using periodic excitations
Author :
Louarroudi, E. ; Pintelon, R. ; Lataire, J. ; Vandersteen, G.
Author_Institution :
Dept. ELEC, Vrije Univ. Brussel, Brussels, Belgium
fYear :
2011
fDate :
10-12 May 2011
Firstpage :
1
Lastpage :
6
Abstract :
In this paper a nonparametric estimation procedure is proposed in order to identify continuous (discrete)-time, linear periodically time-varying (LPTV) systems. Further, multisine excitations are applied onto a LPTV system such that the system transient effects will vanish completely when the system is operating in steady state. The key idea is to decompose a LPTV system into an (in)finite series of transfer functions, the so-called harmonic transfer functions (HTF). From an identification point of view, the parallel structure, which consists of a weighted sum of the HTF´s, is truncated to a desirable order. A high quality estimate of the nonparametric HTF´s with its uncertainty embedded in an errors-in-variables framework is then obtained from only one experiment; making use of methods, the so-called local polynomial method (LPM), that are recently developed for multivariable linear time invariant systems. The effectiveness of the LPM will be first pointed up through simulations before a real system will be identified. The methodology is then eventually demonstrated on a real-life periodically time-varying electronic system.
Keywords :
multivariable systems; polynomials; time-varying systems; transfer functions; LPTV system; linear periodically time-varying system; local polynomial method; multivariable linear time invariant system; nonparametric harmonic transfer function; periodic excitation; MIMO; Noise; Polynomials; Time frequency analysis; Time varying systems; Uncertainty;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC), 2011 IEEE
Conference_Location :
Binjiang
ISSN :
1091-5281
Print_ISBN :
978-1-4244-7933-7
Type :
conf
DOI :
10.1109/IMTC.2011.5944191
Filename :
5944191
Link To Document :
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