An adaptive noise canceller based on QLMS algorithm for removing EOG artifacts in EEG recordings

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dc.contributor.authorMengüc E.C.
dc.contributor.authorAcir N.
dc.date.accessioned2019-08-01T13:38:39Z
dc.date.available2019-08-01T13:38:39Z
dc.date.issued2017
dc.departmentNiğde ÖHÜ
dc.description2017 International Artificial Intelligence and Data Processing Symposium, IDAP 2017 -- 16 September 2017 through 17 September 2017 -- -- 115012
dc.description.abstractIn this paper, a novel adaptive noise canceller (ANC) based on the quaternion valued least mean square algorithm (QLMS) is designed in order to remove electrooculography (EOG) artifacts from electroencephalography (EEG) recordings. The measurement real-valued EOG and EEG signals (FP1, FP2, AF3 and AF4) are first modeled as four-dimensional processes in the quaternion domain. The EOG artifacts are then removed from the EEG signals in the quaternion domain by using the ANC based on QLMS algorithm. The quaternion representation of these signals allows us to remove EOG artifacts from all channels at the same time instead of removing the EOG artifacts in each EEG recordings separately. The simulation results support the proposed approach. © 2017 IEEE.
dc.identifier.doi10.1109/IDAP.2017.8090246
dc.identifier.isbn9.78154E+12
dc.identifier.scopus2-s2.0-85039914568
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://dx.doi.org/10.1109/IDAP.2017.8090246
dc.identifier.urihttps://hdl.handle.net/11480/1775
dc.identifier.wosWOS:000426868700086
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthor[0-Belirlenecek]
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.ispartofIDAP 2017 - International Artificial Intelligence and Data Processing Symposium
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectAdaptive noise canceller
dc.subjectEEG and EOG signals
dc.subjectQuaternion domain
dc.subjectQuaternion least mean square
dc.titleAn adaptive noise canceller based on QLMS algorithm for removing EOG artifacts in EEG recordings
dc.typeConference Object

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