Brain-computer interface systems for smart homes-a review study

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Özet

Brain-computer Interface (BCI) systems, usually using signals taken from users' brain through electroencephalography (EEG), control various devices around and provide the user's com-mand by interacting. Improving the quality of life of people with disabilities is the main goal of BCI systems. The importance of BCI-based smart home systems is further increasing as a smart home system directly affects the life of a disabled individual. On the other hand, few BCI systems can be run directly using smart home systems. The importance of the BCI-based smart home and the few existing systems require more work in this vital field. In addition, no reviews have described BCI systems in a smart home. In this study, we reviewed all the papers on BCI-based smart home systems published in the last 6 years. These studies investigated and evaluated BCI systems from nine different perspectives. In addition, all studies were examined in terms of signal processing methods. Finally, the problems and challenges of these systems were discussed and new solutions were pro-posed.

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Tam Kayıt
AlanDeğerDil
dc.contributor.authorMaleki, Masoud
dc.contributor.authorManshouri, Negin
dc.contributor.authorKayikcioglu, Temel
dc.date.accessioned2026-10-22T10:23:19.386883795Z
dc.date.available2026-10-22T10:23:19.386883795Z
dc.date.issued2021
dc.description.abstractBrain-computer Interface (BCI) systems, usually using signals taken from users' brain through electroencephalography (EEG), control various devices around and provide the user's com-mand by interacting. Improving the quality of life of people with disabilities is the main goal of BCI systems. The importance of BCI-based smart home systems is further increasing as a smart home system directly affects the life of a disabled individual. On the other hand, few BCI systems can be run directly using smart home systems. The importance of the BCI-based smart home and the few existing systems require more work in this vital field. In addition, no reviews have described BCI systems in a smart home. In this study, we reviewed all the papers on BCI-based smart home systems published in the last 6 years. These studies investigated and evaluated BCI systems from nine different perspectives. In addition, all studies were examined in terms of signal processing methods. Finally, the problems and challenges of these systems were discussed and new solutions were pro-posed.
dc.identifier.doi10.2174/2352096513999200727175948
dc.identifier.eissn2352-0973
dc.identifier.endpage155
dc.identifier.issn2352-0965
dc.identifier.issue2
dc.identifier.scopus2-s2.0-85102527335
dc.identifier.startpage144
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/gumushane/14912
dc.identifier.volume14
dc.identifier.wosWOS:000620367200003
dc.language.isoen
dc.publisherBentham Science Publishers
dc.relation.ispartofRecent Advances in Electrical and Electronic Engineering
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectBCI applications
dc.subjectBCI challenges
dc.subjectBrain-computer interface
dc.subjectElectroencephalography
dc.subjectSingle-photon emission
dc.subjectSmart home
dc.subject.classificationEngineering, Electrical & Electronic
dc.subject.classificationEngineering
dc.subject.otherAmbient intelligence
dc.subject.otherAutomation
dc.subject.otherComputer control systems
dc.subject.otherElectroencephalography
dc.subject.otherElectrophysiology
dc.subject.otherIntelligent buildings
dc.subject.otherSignal processing
dc.subject.otherDisabled individuals
dc.subject.otherExisting systems
dc.subject.otherNew solutions
dc.subject.otherPeople with disabilities
dc.subject.otherProblems and challenges
dc.subject.otherQuality of life
dc.subject.otherSmart homes
dc.subject.otherSmart-home system
dc.subject.otherBrain computer interface
dc.titleBrain-computer interface systems for smart homes-a review study
dc.typeArticle
dspace.entity.typePublication
rdl.citation.openalex4
rdl.citation.scopus6
rdl.citation.wos5
rdl.oa.statusclosed
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexEmerging Sources Citation Index (ESCI)