Performance of Deep Learning Assisted Visible Light Communications Impaired by Blockages

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dc.contributor.authorShaik, Parvez
dc.contributor.authorKeçeci, Cihat
dc.contributor.authorGarg, Kamal K.
dc.contributor.authorBoyacı, Ali
dc.contributor.authorIsmail, Muhammad
dc.contributor.authorSerpedin, Erchin
dc.date.accessioned2024-04-22T08:16:33Z
dc.date.available2024-04-22T08:16:33Z
dc.date.issued2023en_US
dc.departmentFakülteler, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.description.abstractThis study investigates the performance of visible light communications (VLCs) in the presence of blockages. An indoor office scenario with a single VLC access point serving the user nodes in the presence of human blockages is examined. System performance is assessed through closed-form expressions for outage probability and symbol error rate for binary phase shift keying and quadrature amplitude modulation. A deep neural network for symbol detection is deployed at the receiver. Performance metrics illustrate that the blockages cause significant impact on signal detection. Computer simulations corroborate the correctness of the obtained analytical expressions.en_US
dc.identifier.doi10.1109/GLOBECOM54140.2023.10436826en_US
dc.identifier.endpage4709en_US
dc.identifier.scopus2-s2.0-85187332391en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage4704en_US
dc.identifier.urihttps://hdl.handle.net/11467/7241
dc.identifier.urihttps://doi.org/10.1109/GLOBECOM54140.2023.10436826
dc.identifier.wosWOS:001178562005044en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherIEEEen_US
dc.relation.ispartof2023 IEEE Global Communications Conferenceen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/restrictedAccessen_US
dc.subjectDeep Learning, VLC, Blockage, BPSK, and QAMen_US
dc.titlePerformance of Deep Learning Assisted Visible Light Communications Impaired by Blockagesen_US
dc.typeConference Objecten_US

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