Joint optimization of device to device resource and power allocation based on genetic algorithm

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dc.authorid0000-0001-9474-7372
dc.contributor.authorTakshi, Hengameh
dc.contributor.authorDoğan, Gülüstan
dc.contributor.authorArslan, Hüseyin
dc.date.accessioned10.07.201910:49:13
dc.date.accessioned2019-07-10T19:56:15Z
dc.date.available10.07.201910:49:13
dc.date.available2019-07-10T19:56:15Z
dc.date.issued2018
dc.departmentİstanbul Medipol Üniversitesi, Mühendislik ve Doğa Bilimleri Fakültesi, Elektrik ve Elektronik Mühendisliği Bölümü
dc.descriptionWOS: 000431636000001
dc.description.abstractDevice-to-device (D2D) communication plays an important role in the next generation of communication systems. Enabling D2D communication decreases latency and expands the coverage of a cell in cellular networks. In addition, D2D underlaying cellular users benefit from high spectral efficiency. However, it creates interference to cellular communications. In this paper, we propose a genetic algorithm-based method to minimize the interference and maximize the spectral efficiency. One of the advantages of genetic algorithm is that it escapes from local maximums and evolves toward global maximum by searching different parts of search space simultaneously. Since D2D underlay cellular network degrades the signal-to-interference plus noise ratio (SINR), a minimum SINR is considered for cellular users. Numerical evaluations demonstrate the superior performance of the proposed technique in terms of spectral efficiency and interference mitigation.
dc.identifier.citationTakshi, H., Doğan, G. ve Arslan, H. (2018). Joint optimization of device to device resource and power allocation based on genetic algorithm. IEEE Access, 6, 21173-21183. https://dx.doi.org/10.1109/ACCESS.2018.2826048
dc.identifier.doi10.1109/ACCESS.2018.2826048
dc.identifier.endpage21183
dc.identifier.issn2169-3536
dc.identifier.scopusqualityQ1
dc.identifier.startpage21173
dc.identifier.urihttps://dx.doi.org/10.1109/ACCESS.2018.2826048
dc.identifier.urihttps://hdl.handle.net/20.500.12511/2638
dc.identifier.volume6
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherIEEE-Inst Electrical Electronics Engineers Inc
dc.relation.ispartofIEEE Accessen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectChannel Prediction
dc.subjectDevice to Device (D2D) Communication
dc.subjectGenetic Algorithm
dc.subjectSpectral Efficiency
dc.subjectOptimization
dc.titleJoint optimization of device to device resource and power allocation based on genetic algorithm
dc.typeArticle

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