Change search
ReferencesLink to record
Permanent link

Direct link
Robustness of wave-fitting with respect to uncertain parameter values
KTH, School of Electrical Engineering (EES), Signal Processing.
KTH, School of Electrical Engineering (EES), Signal Processing. KTH, School of Electrical Engineering (EES), Centres, ACCESS Linnaeus Centre.ORCID iD: 0000-0002-2718-0262
2005 (English)In: Instrumentation and Measurement Technology Conference, 2005. IMTC 2005. Proceedings of the IEEE, 2005, Vol. 1, 662-665 p.Conference paper (Refereed)
Abstract [en]

This paper presents a criterion for model order selection. By usage of the parsimony principle the mean sum-squareerror is evaluated for models subject to imperfections inparameter values. In particular, model imperfections in different sinewavefitting scenarios have been analyzed. The analysis is carried out considering linear models. The obtained result is generalized to models incorporating non-linear parameters. Numerical illustrations are provided in order to gain insight of the behavior of model imperfections, as well as to numerically verify the theoretical results. The main contributions include a general result for linear signal models, as well as some novel results on sinewave-fitting. 

Place, publisher, year, edition, pages
2005. Vol. 1, 662-665 p.
Keyword [en]
ADC testing where;Gaussian requirement;linear models;model order selection;nonlinear parameter;sine wave fitting;uncertain parameter values;white noise additive model;Gaussian processes;signal processing;
National Category
Signal Processing
URN: urn:nbn:se:kth:diva-82978DOI: 10.1109/IMTC.2005.1604200ScopusID: 2-s2.0-33847229154OAI: diva2:498634
QC 20120229Available from: 2012-02-12 Created: 2012-02-12 Last updated: 2012-02-29Bibliographically approved

Open Access in DiVA

No full text

Other links

Publisher's full textScopus

Search in DiVA

By author/editor
Andersson, TomasHändel, Peter
By organisation
Signal ProcessingACCESS Linnaeus Centre
Signal Processing

Search outside of DiVA

GoogleGoogle Scholar
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

Altmetric score

Total: 78 hits
ReferencesLink to record
Permanent link

Direct link