Power Allocation for Indoor NOMA Based VLC Systems with Meta-Heuristic Optimization Algorithms

ArticleAçık Erişim

Özet

Visible light communication (VLC) is a promising technology that realizes short-range wireless optical communication and illumination simultaneously. The use of light-emitting diodes (LEDs) in lighting has accelerated the development of short-range wireless optical technology. However, the limited switching frequency of LEDs used in lighting restricts the communication speed of VLC systems. Non-orthogonal multiple access (NOMA) methods can be used to improve the sum rate in VLC systems. In this study, meta-heuristic optimization algorithms are proposed to calculate the power allocation coefficients of users in indoor NOMA-based VLC systems. During the calculations, many constraints used fairness and optical intensity, which were not taken into account in many studies in the literature. The proposed algorithms are compared with the previously proposed methods according to the sum rate results, considering the number of users increases and the user signal strength values differ. The obtained results revealed that metaheuristic methods demonstrate a significant improvement in terms of sum rate compared to other methods. In addition, the effects of parameters such as sum rate, fairness, and optical intensity on each other are investigated in the simulation environment. © 2023 Institute of Electrical Engineer of Japan and Wiley Periodicals LLC. © 2023 Institute of Electrical Engineer of Japan and Wiley Periodicals LLC.

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RDL Kalıcı Bağlantı (PID)
https://rdlopen.rawdatalibrary.net/r/ebyu/11786Resmi atıflarda kullanılan kalıcı adres
DOI
https://doi.org/10.1002/tee.23906Yayıncı resmi DOI adresi
Tam Kayıt
AlanDeğerDil
dc.contributor.authorAltunbas, Yasin
dc.contributor.authorTurk, Kadir
dc.date.accessioned2026-10-18T20:26:47.212482666Z
dc.date.available2026-10-18T20:26:47.212482666Z
dc.date.issued2023
dc.description.abstractVisible light communication (VLC) is a promising technology that realizes short-range wireless optical communication and illumination simultaneously. The use of light-emitting diodes (LEDs) in lighting has accelerated the development of short-range wireless optical technology. However, the limited switching frequency of LEDs used in lighting restricts the communication speed of VLC systems. Non-orthogonal multiple access (NOMA) methods can be used to improve the sum rate in VLC systems. In this study, meta-heuristic optimization algorithms are proposed to calculate the power allocation coefficients of users in indoor NOMA-based VLC systems. During the calculations, many constraints used fairness and optical intensity, which were not taken into account in many studies in the literature. The proposed algorithms are compared with the previously proposed methods according to the sum rate results, considering the number of users increases and the user signal strength values differ. The obtained results revealed that metaheuristic methods demonstrate a significant improvement in terms of sum rate compared to other methods. In addition, the effects of parameters such as sum rate, fairness, and optical intensity on each other are investigated in the simulation environment. © 2023 Institute of Electrical Engineer of Japan and Wiley Periodicals LLC. © 2023 Institute of Electrical Engineer of Japan and Wiley Periodicals LLC.
dc.identifier.doi10.1002/tee.23906
dc.identifier.eissn1931-4981
dc.identifier.endpage1805
dc.identifier.issn1931-4973
dc.identifier.issue11
dc.identifier.scopus2-s2.0-85169000810
dc.identifier.startpage1799
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/ebyu/11786
dc.identifier.volume18
dc.identifier.wosWOS:001063892100001
dc.language.isoen
dc.publisherJohn Wiley and Sons Inc
dc.relation.ispartofIEEJ Transactions on Electrical and Electronic Engineering
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectillumination
dc.subjectmeta-heuristic algorithm
dc.subjectnon-orthogonal multiple access
dc.subjectuser fairness
dc.subjectvisible light communication
dc.subjectHeuristic algorithms
dc.subjectLight emitting diodes
dc.subjectOptimization
dc.subjectCommunications systems
dc.subjectHeuristic optimization algorithms
dc.subjectMeta-heuristics algorithms
dc.subjectMetaheuristic optimization
dc.subjectMultiple access
dc.subjectNon-orthogonal
dc.subjectPower allocations
dc.subjectSum-rate
dc.titlePower Allocation for Indoor NOMA Based VLC Systems with Meta-Heuristic Optimization Algorithms
dc.typeArticle
dspace.entity.typePublication
rdl.citation.scopus4
rdl.citation.wos3
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)