A Study of Approximation Errors in Local Parametric Approaches to Frequency Response Function Estimation

Dieter Toon Verbeke, Joannes Schoukens

Onderzoeksoutput: Conference paper

3 Citaten (Scopus)

Samenvatting

The concept of local parametric modelling has sparked renewed attention in frequency response function (FRF) measurements. Essentially, these approaches assume a particular parametric structure and approximate the FRF and the leakage errors in a small window around the frequency of interest. Following the successful application of the idea in the local polynomial method (LPM), the local rational method (LRM) was developed. The smoothness of the transfer function in lowly damped systems can be insufficient for polynomial approximation to be effective, provoking us to consider rational functions instead. In this contribution we attempt to quantify the approximation errors when using rational approximants. Of course, observations are always corrupted by noise. However, the impact of disturbances, be it random or bounded, is not within the scope of the current discussion.

Originele taal-2English
TitelIFAC-PapersOnLine
Pagina's814-819
Aantal pagina's6
Volume51
Uitgave15
DOI's
StatusPublished - 1 jan. 2018
Evenement18th IFAC Symposium on System Identification: SYSID 2018 - AlbaNova University Center, Stockholm, Sweden
Duur: 9 jul. 201811 jul. 2018
https://www.kth.se/en/eecs/om-oss/konferenser-och-event/sysid2018

Publicatie series

NaamIFAC-PapersOnLine
ISSN van geprinte versie2405-8963

Conference

Conference18th IFAC Symposium on System Identification
Verkorte titelSYSID 2018
Land/RegioSweden
StadStockholm
Periode9/07/1811/07/18
Internet adres

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