On the Nakagami-m Inverse Cumulative Distribution Function: Closed-Form Expression and Its Optimization by Backtracking Search Optimization Algorithm

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dc.contributor.authorKabalci, Yasin
dc.date.accessioned2019-08-01T13:38:39Z
dc.date.available2019-08-01T13:38:39Z
dc.date.issued2016
dc.departmentNiğde ÖHÜ
dc.description.abstractThe inverse cumulative distribution function (CDF) is utilized in several areas such as statistical applications, Monte Carlo methods and communication systems. In wireless communications, the Nakagami-m inverse CDF is widely used to obtain outage probabilities of systems. However, calculation of the Nakagami-m inverse CDF is troublesome and there is no a closed-form expression. Simpler and more accurate approximation for the Nakagami-m inverse CDF is derived in this paper. Moreover, coefficients of the proposed approximation are optimized by using backtracking search optimization algorithm which is a new evolutionary algorithm to solve optimization problems. The obtained results show that the proposed approximation and exact values of the Nakagami-m inverse CDF are in well agreement for all cases.
dc.identifier.doi10.1007/s11277-016-3439-x
dc.identifier.endpage8
dc.identifier.issn0929-6212
dc.identifier.issn1572-834X
dc.identifier.issue1
dc.identifier.scopus2-s2.0-84976407831
dc.identifier.scopusqualityQ2
dc.identifier.startpage1
dc.identifier.urihttps://dx.doi.org/10.1007/s11277-016-3439-x
dc.identifier.urihttps://hdl.handle.net/11480/3548
dc.identifier.volume91
dc.identifier.wosWOS:000386663400001
dc.identifier.wosqualityQ4
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorKabalci, Yasin
dc.language.isoen
dc.publisherSPRINGER
dc.relation.ispartofWIRELESS PERSONAL COMMUNICATIONS
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectInverse cumulative distribution function
dc.subjectNakagami-m-distribution
dc.subjectEvolutionary algorithm backtracking search optimization algorithm
dc.titleOn the Nakagami-m Inverse Cumulative Distribution Function: Closed-Form Expression and Its Optimization by Backtracking Search Optimization Algorithm
dc.typeArticle

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