Low-cost brain-computer interface using the emotiv epoc headset based on rotating vanes

MakaleAçık Erişim

Özet

In the brain-computer interface system (BCI), electroencephalography (EEG) signals are converted into digital signals and analyzed, allowing direct communication between humans and the electronic devices around them. The convenience of the user and the speed of communication with the surrounding devices are the most important challenges of BCI systems. The Emotiv Epoc headset minimizes the discomfort of the user thanks to its wet electrodes and easy handling. In the continuation of our previous works, in this paper, we developed our BCI system based on the gaze at the rotating vanes using the inexpensive Emotiv Epoc headset. In addition to user comfort, our design has an acceptable mean accuracy rate (ACC) and mean information transfer rate (ITR) compared to similar systems.

Anahtar Kelimeler

RDL Kalıcı Bağlantı (PID)
https://rdlopen.rawdatalibrary.net/r/gumushane/14945Resmi atıflarda kullanılan kalıcı adres
DOI
https://doi.org/10.18280/ts.370516Yayıncı resmi DOI adresi
Tam Kayıt
AlanDeğerDil
dc.contributor.authorMelek, Mesut
dc.contributor.authorManshouri, Negin
dc.contributor.authorKayikcioglu, Temel
dc.date.accessioned2026-10-22T10:23:21.970363844Z
dc.date.available2026-10-22T10:23:21.970363844Z
dc.date.issued2020
dc.description.abstractIn the brain-computer interface system (BCI), electroencephalography (EEG) signals are converted into digital signals and analyzed, allowing direct communication between humans and the electronic devices around them. The convenience of the user and the speed of communication with the surrounding devices are the most important challenges of BCI systems. The Emotiv Epoc headset minimizes the discomfort of the user thanks to its wet electrodes and easy handling. In the continuation of our previous works, in this paper, we developed our BCI system based on the gaze at the rotating vanes using the inexpensive Emotiv Epoc headset. In addition to user comfort, our design has an acceptable mean accuracy rate (ACC) and mean information transfer rate (ITR) compared to similar systems.
dc.identifier.doi10.18280/ts.370516
dc.identifier.eissn1958-5608
dc.identifier.endpage837
dc.identifier.issn0765-0019
dc.identifier.issue5
dc.identifier.scopus2-s2.0-85097714491
dc.identifier.startpage831
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/gumushane/14945
dc.identifier.volume37
dc.identifier.wosWOS:000596730300016
dc.language.isoen
dc.publisherInternational Information and Engineering Technology Association
dc.relation.ispartofTraitement du Signal
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectBrain-computer interface
dc.subjectEEG
dc.subjectEmotiv Epoc headset
dc.subjectInformation transfer rate
dc.subjectRotating vanes
dc.subject.classificationComputer Science, Artificial Intelligence
dc.subject.classificationEngineering, Electrical & Electronic
dc.subject.classificationComputer Science
dc.subject.classificationEngineering
dc.subject.otherCosts
dc.subject.otherDigital devices
dc.subject.otherElectroencephalography
dc.subject.otherElectrophysiology
dc.subject.otherAccuracy rate
dc.subject.otherDigital signals
dc.subject.otherDirect communications
dc.subject.otherElectronic device
dc.subject.otherEmotiv epoc
dc.subject.otherInformation transfer rate
dc.subject.otherLow costs
dc.subject.otherUser comforts
dc.subject.otherBrain computer interface
dc.titleLow-cost brain-computer interface using the emotiv epoc headset based on rotating vanes
dc.typeArticle
dspace.entity.typePublication
rdl.citation.openalex18
rdl.citation.scopus11
rdl.citation.wos10
rdl.oa.statusbronze
rdl.oa.urlhttps://www.iieta.org/download/file/fid/44663
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)