Using bispectral analysis in OSAS estimation

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dc.authorscopusid23973331200
dc.authorscopusid6603490446
dc.authorscopusid7004699458
dc.contributor.authorSezgin N.
dc.contributor.authorTagluk M.E.
dc.contributor.authorAkin M.
dc.date.accessioned2024-08-04T20:04:00Z
dc.date.available2024-08-04T20:04:00Z
dc.date.issued2010
dc.departmentİnönü Üniversitesien_US
dc.description18th IEEE Signal Processing and Communications Applications Conference, SIU 2010 -- 22 April 2010 through 24 April 2010 -- Diyarbakir -- 83388en_US
dc.description.abstractIn this study the possibility of estimation of Obstractive Sleep Apnea Syndrome (OSAS) through electroensephalographic (EEG) signals using higher order spectra was investigated. Biological structures usually exhibit nonlinear and non-Gaussian distributed characteristics which consequently generate signals embracing nonlinear components as well as phase relations occurring between componets oscillating in different frequencies whose phase couples together over a limited period of time, so called Quadratic Phase Coupling (QPC). In this case the second order power spectrum may not reflect the real characteristics of the biological system. Therefore, the bispectrum analysis was achieved to characterize the nonlinearities and QPCs in OSAS and normal EEGs. Through this analysis the differences in OSAS EEG and normal EEG were comparatively uncovered. From the analysis it was understood that the bispectrum can be used for estimation of OSAS from patients' EEG signals. ©2010 IEEE.en_US
dc.identifier.doi10.1109/SIU.2010.5652816
dc.identifier.endpage92en_US
dc.identifier.isbn9781424496716
dc.identifier.scopus2-s2.0-78651465936en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage89en_US
dc.identifier.urihttps://doi.org/10.1109/SIU.2010.5652816
dc.identifier.urihttps://hdl.handle.net/11616/92271
dc.indekslendigikaynakScopusen_US
dc.language.isotren_US
dc.relation.ispartofSIU 2010 - IEEE 18th Signal Processing and Communications Applications Conferenceen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectBispectrumen_US
dc.subjectEEGen_US
dc.subjectOSASen_US
dc.subjectQPCen_US
dc.titleUsing bispectral analysis in OSAS estimationen_US
dc.title.alternativeTUAS kestiriminde i?kiz-spektrum analizinin kullanilmasien_US
dc.typeConference Objecten_US

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