AR spectral analysis of EEG signals by using maximum likelihood estimation

Basit Öğe Kaydı
dc.contributor.authorGüler, I
dc.contributor.authorKiymik, MK
dc.contributor.authorAkin, M
dc.contributor.authorAlkan, A
dc.date.accessioned2024-04-24T16:18:38Z
dc.date.available2024-04-24T16:18:38Z
dc.date.issued2001
dc.departmentDicle Üniversitesien_US
dc.description.abstractIn this study, EEG signals were analyzed using autoregressive (AR) method. Parameters in AR method were realized by using maximum likelihood estimation (MLE). Results were compared with fast Fourier transform (FFT) method. It is observed that AR method gives better results in the analysis of EEG signals. On the other hand, the results have also showed that AR method can also be used for some other researches and diagnosis of diseases. (C) 2001 Elsevier Science Ltd. All rights reserved.en_US
dc.identifier.doi10.1016/S0010-4825(01)00022-1
dc.identifier.endpage450en_US
dc.identifier.issn0010-4825
dc.identifier.issue6en_US
dc.identifier.pmid11604150
dc.identifier.scopus2-s2.0-0034796777
dc.identifier.scopusqualityQ1
dc.identifier.startpage441en_US
dc.identifier.urihttps://doi.org/10.1016/S0010-4825(01)00022-1
dc.identifier.urihttps://hdl.handle.net/11468/16211
dc.identifier.volume31en_US
dc.identifier.wosWOS:000171781400003
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.indekslendigikaynakPubMed
dc.language.isoenen_US
dc.publisherPergamon-Elsevier Science Ltden_US
dc.relation.ispartofComputers in Biology and Medicine
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectEegen_US
dc.subjectAutoregressive Method (Ar)en_US
dc.subjectMaximum Likelihood Estimation (Mle)en_US
dc.subjectFast Fourier Transform (Fft)en_US
dc.titleAR spectral analysis of EEG signals by using maximum likelihood estimationen_US
dc.titleAR spectral analysis of EEG signals by using maximum likelihood estimation
dc.typeArticleen_US

Dosyalar

Koleksiyon

WoS İndeksli Yayınlar Koleksiyonu
PubMed İndeksli Yayın Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu