An improved approximation for the Nakagami-m inverse CDF using artificial bee colony optimization

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dc.authoridKabalci, Yasin/0000-0003-1240-817X
dc.contributor.authorKabalci, Yasin
dc.date.accessioned2024-11-07T13:24:49Z
dc.date.available2024-11-07T13:24:49Z
dc.date.issued2018
dc.departmentNiğde Ömer Halisdemir Üniversitesi
dc.description.abstractThe quantile function [or inverse cumulative distribution function (CDF)] is a probabilistic measure that is widely employed in both statistical applications and Monte Carlo methods. In addition, this function is important to determine performances of the communication systems, especially for wireless communication systems. However, numerical computing of the Nakagami-m inverse CDF is quite difficult because of the fact that a closed-form expression of the Nakagami-m inverse CDF is not available. In this paper, an improved expression for the Nakagami-m inverse CDF is presented by using curve-fitting methods. Furthermore, parameters of the proposed mathematical model are optimized by the help of artificial bee colony algorithm that is a population based meta-heuristic optimization method motivated by the foraging behavior of honey bee swarms. The results acquired by the proposed approximation are also compared with other existing approaches in the literature in terms of complexity and performance. It is shown that the presented approximation is more accurate, simple and effective against to the previously reported approximations.
dc.identifier.doi10.1007/s11276-016-1396-7
dc.identifier.endpage669
dc.identifier.issn1022-0038
dc.identifier.issn1572-8196
dc.identifier.issue2
dc.identifier.scopus2-s2.0-84992734391
dc.identifier.scopusqualityQ2
dc.identifier.startpage663
dc.identifier.urihttps://doi.org/10.1007/s11276-016-1396-7
dc.identifier.urihttps://hdl.handle.net/11480/14339
dc.identifier.volume24
dc.identifier.wosWOS:000424652100023
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherSpringer
dc.relation.ispartofWireless Networks
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_20241106
dc.subjectInverse CDF
dc.subjectNakagami-m fading
dc.subjectCurve-fitting
dc.subjectArtificial bee colony algorithm
dc.titleAn improved approximation for the Nakagami-m inverse CDF using artificial bee colony optimization
dc.typeArticle

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