Power Allocation with Meta-heuristic Algorithms for Indoor MIMO-NOMA Based VLC Systems

ArticleAçık Erişim

Özet

Visible light communication (VLC) is a form of short-range wireless optical communication that uses light in the visible band for both communication and illumination. The limited switching frequencies of light-emitting diodes (LEDs), which are mostly preferred as transmitters in VLC systems, adversely affect the speed of communication. Non-orthogonal multiple access (NOMA) as an access method, and multiple-input multiple-output (MIMO) are used in VLC systems to raise the sum rate. Several methods have been proposed in the literature to determine needed power allocation coefficients for indoor MIMO-NOMA based VLC systems. In this study, meta-heuristic optimization algorithms are proposed to determine the power allocation coefficient that are subject to various constraints including fairness. The numeric results demonstrate the superiority of meta-heuristic methods over sum rate performance. In cases where the user signal strength values differ and the number of users increases, or in other words, the solution becomes more complex, the sum rate acquired by traditional methods reduces, whereas the sum rate using the suggested methods almost does not change and stays high. © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2024.

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RDL Kalıcı Bağlantı (PID)
https://rdlopen.rawdatalibrary.net/r/ebyu/11871Resmi atıflarda kullanılan kalıcı adres
DOI
https://doi.org/10.1007/s11277-024-11340-8Yayıncı resmi DOI adresi
Tam Kayıt
AlanDeğerDil
dc.contributor.authorAltunbas, Yasin
dc.contributor.authorTurk, Kadir
dc.date.accessioned2026-10-18T20:26:51.795267157Z
dc.date.available2026-10-18T20:26:51.795267157Z
dc.date.issued2024
dc.description.abstractVisible light communication (VLC) is a form of short-range wireless optical communication that uses light in the visible band for both communication and illumination. The limited switching frequencies of light-emitting diodes (LEDs), which are mostly preferred as transmitters in VLC systems, adversely affect the speed of communication. Non-orthogonal multiple access (NOMA) as an access method, and multiple-input multiple-output (MIMO) are used in VLC systems to raise the sum rate. Several methods have been proposed in the literature to determine needed power allocation coefficients for indoor MIMO-NOMA based VLC systems. In this study, meta-heuristic optimization algorithms are proposed to determine the power allocation coefficient that are subject to various constraints including fairness. The numeric results demonstrate the superiority of meta-heuristic methods over sum rate performance. In cases where the user signal strength values differ and the number of users increases, or in other words, the solution becomes more complex, the sum rate acquired by traditional methods reduces, whereas the sum rate using the suggested methods almost does not change and stays high. © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2024.
dc.description.sponsorshipThis work was supported by Karadeniz Technical University Scientific Research Council Project Number FDK-2022-10241.
dc.identifier.doi10.1007/s11277-024-11340-8
dc.identifier.eissn1572-834X
dc.identifier.endpage630
dc.identifier.issn0929-6212
dc.identifier.issue1
dc.identifier.scopus2-s2.0-85196316286
dc.identifier.startpage617
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/ebyu/11871
dc.identifier.volume136
dc.identifier.wosWOS:001297369000005
dc.language.isoen
dc.publisherSpringer
dc.relation.ispartofWireless Personal Communications
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectMeta-heuristic algorithm
dc.subjectMultiple-input multiple-output (MIMO)
dc.subjectNon-orthogonal multiple access (NOMA)
dc.subjectVisible light communication (VLC)
dc.subjectCodes (symbols)
dc.subjectFeedback control
dc.subjectHeuristic algorithms
dc.subjectHeuristic methods
dc.subjectMIMO systems
dc.subjectOptimization
dc.subjectTelecommunication repeaters
dc.subjectCommunications systems
dc.subjectMeta-heuristics algorithms
dc.subjectMultiple access
dc.subjectMultiple inputs
dc.subjectMultiple outputs
dc.subjectMultiple-input multiple-output
dc.subjectNon-orthogonal
dc.subjectNon-orthogonal multiple access
dc.subjectSum-rate
dc.subjectVisible light communication
dc.titlePower Allocation with Meta-heuristic Algorithms for Indoor MIMO-NOMA Based VLC Systems
dc.typeArticle
dspace.entity.typePublication
rdl.citation.scopus5
rdl.citation.wos4
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)