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On evaluation of spectrum estimators for EEG
School of Engineering, University of Borås.
School of Engineering, University of Borås.
Department of Pediatrics, Queen Silvia Children's Hospital, Sahlgrenska University Hospital-Östra.
Department of Pediatrics, Queen Silvia Children's Hospital, Sahlgrenska University Hospital-Östra.
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2004 (English)In: Proceedings Of The 26th Annual International Conference Of The  IEEE Engineering In Medicine And Biology Society, IEEE , 2004, Vol. 1, 305-309 p.Conference paper, Published paper (Refereed)
Abstract [en]

In the search for how neonatal EEG is affected by asphyxia it is of importance to find reliable estimates of EEG power spectra. Several spectral estimation methods do exist, but since the true spectra are unknown it is hard to tell how well the estimators perform. Therefore a model to generate simulated EEG with known spectrum is proposed and the model is used to evaluate performance of several parametric and Fourier based spectral estimators.

Place, publisher, year, edition, pages
IEEE , 2004. Vol. 1, 305-309 p.
Series
IEEE Engineering in Medicine and Biology Society. Conference Proceedings, ISSN 1557-170X ; 26
Keyword [en]
EEG model, asphyxia, piglet, neonate, spectral estimation, system identification, frequency domain
National Category
Medical Engineering
Identifiers
URN: urn:nbn:se:kth:diva-75347DOI: 10.1109/IEMBS.2004.1403153ISI: 000225461800079PubMedID: 17271671ISBN: 0-7803-8439-3 (print)OAI: oai:DiVA.org:kth-75347DiVA: diva2:491086
Conference
Conference Proceedings - 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2004; San Francisco, CA; 1 September 2004 through 5 September 2004
Note
QC 20120222Available from: 2012-02-06 Created: 2012-02-05 Last updated: 2012-02-22Bibliographically approved

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CiteExportLink to record
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Citation style
  • apa
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  • nn-NB
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  • Other locale
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Output format
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