PAPR Reduction Using Discrete Forest Optimization Algorithm Based on SLM Technique in Intensity Modulated Direct Detection Optical OFDM Communication Systems

dc.authorwosidLRU-0227-2024
dc.authorwosidAAK-3013-2021
dc.authorwosidABG-8088-2020
dc.contributor.authorTaspinar, Necmi
dc.contributor.authorWadi, Mohammed
dc.contributor.authorWadi, Mohammed
dc.contributor.investigatorAlhalabi, Mahmoud
dc.date.accessioned2026-02-22T20:39:22Z
dc.date.issued2025
dc.departmentMühendislik ve Doğa Bilimleri Fakültesi
dc.description.abstractIn intensity-modulated direct detection optical orthogonal frequency division multiplexing (IM/DD-OOFDM) communication systems, a lower peak-to-average power ratio (PAPR) is essential for improving system performance. In order to reduce the high PAPR, a discrete forest optimization algorithm (DFOA) is integrated with the classical selective mapping (SLM) method in IM/ DD-OFDM system. This approach successfully optimizes the values of phase factors, minimizes the search numbers, and reduces computational complexity. To evaluate the impact of the DFOA-SLM method on PAPR reduction, the parameters of the DFOA-SLM method play a crucial role in decreasing the PAPR in an IM/DD optical OFDM system. The DFOA-SLM method demonstrates improved bit error rate (BER) performance, power spectral density (PSD), and power saving performance compared with other PAPR reduction methods. Numerical results indicate that the proposed PAPR reduction method outperforms existing other methods for optical OFDM signals. Specifically, by implementing this technique in the IM/DD optical OFDM communication system, we achieved a decrease in PAPR from 10.68 to 4.88dB at a complementary cumulative distribution function (CCDF) of 10−3, resulting in a reduction of 5.8dB. Additionally, the computational complexity of the DFOA-SLM method shows a 73.63% improvement over the classical SLM method when the search number is set to 512.
dc.identifier.doi10.1002/dac.70126
dc.identifier.endpage24
dc.identifier.issn1074-5351
dc.identifier.issn1099-1131
dc.identifier.issue10
dc.identifier.orcid0000-0001-8928-3729
dc.identifier.startpage1
dc.identifier.urihttps://doi.org/10.1002/dac.70126
dc.identifier.urihttps://hdl.handle.net/20.500.12436/9133
dc.identifier.volume38
dc.identifier.wos001506039800025
dc.indekslendigikaynakWeb of Science
dc.language.isoen
dc.publisherWiley
dc.relation.ispartofInternational Journal of Communication Systems
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectForest optimization algorithm
dc.subjectGenetic algorithm
dc.subjectIntensity modulation direct detection OFDM
dc.subjectMigrating birds optimization
dc.subjectPeak-to-average power ratio
dc.subjectSelective mapping
dc.titlePAPR Reduction Using Discrete Forest Optimization Algorithm Based on SLM Technique in Intensity Modulated Direct Detection Optical OFDM Communication Systems
dc.typeArticle
dspace.entity.typePublication
relation.isAuthorOfPublicatione57e2394-09f4-4128-bdb4-84c708867a9f
relation.isAuthorOfPublication.latestForDiscoverye57e2394-09f4-4128-bdb4-84c708867a9f

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