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Determination of EEG sleep spindle frequency with DFT and matching pursuit approaches

Tutkimustuotosvertaisarvioitu

Yksityiskohdat

AlkuperäiskieliEnglanti
OtsikkoProceedings of the 3rd IASTED International Conference on Biomedical Engineering 2005
ToimittajatM.H. Hamza
Sivut383-386
Sivumäärä4
TilaJulkaistu - 28 marraskuuta 2005
OKM-julkaisutyyppiEi OKM-tyyppiä
Tapahtuma3rd IASTED International Conference on Medical Engineering 2005 - Innsbruck, Itävalta
Kesto: 16 helmikuuta 200518 helmikuuta 2005

Julkaisusarja

NimiProceedings of the 3rd IASTED International Conference on Biomedical Engineering 2005

Conference

Conference3rd IASTED International Conference on Medical Engineering 2005
MaaItävalta
KaupunkiInnsbruck
Ajanjakso16/02/0518/02/05

Tiivistelmä

In the present work, sleep EEG of four healthy subjects was analyzed, containing a total of 3974 visually scored spindles. Frequency of each spindle was determinated with DFT and Matching Pursuit (MP) approaches. The estimated spindle frequencies were similar by the two approaches. Measures to quantify the dominance of spindle activity were developed. Results seem to indicate that there is one single dominant spindle activity component in about 90% of the spindles. In all these cases, it seems to be justified to use FFT and zero padding to resolve the spindle frequency more accurately than with no zero padding. In MP approach the frequency resolution can be selected freely.

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