The Effect of Using Multi-Scroll Chaotic Systems on Chaos-Based Random Number Generators' Performance

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dc.authoridCicek, Serdar/0000-0002-8738-3985
dc.contributor.authorCicek, Serdar
dc.date.accessioned2025-03-17T12:25:35Z
dc.date.available2025-03-17T12:25:35Z
dc.date.issued2022
dc.departmentTarsus Üniversitesi
dc.description.abstractChaotic and hyper-chaotic systems are used in various engineering applications such as encryption, communication, and artificial intelligence. Also, chaotic systems are widely used in chaos-based random number generator (RNG) designs as chaotic system signals are not periodic and produce different values continuously. Since multi-scroll chaotic systems (MSCSs) produce more than one scroll, the output values can take more different values than chaotic systems. In this study, the effects of different directional values and/or different numbers of scrolls of multi-scroll chaotic systems on chaos-based random number generators' performance are investigated with NIST 800-22 (National Institute of Standards and Technology) and correlation coefficient tests. As a result of the research, it has been concluded that the use of multi-scroll chaotic systems with different directional values and/or different numbers of scrolls does not always have a direct positive effect on the performance of chaos-based random number generators. Thus, it is necessary to use a special pre-process method that will vary according to the multi-scroll chaotic system to be used for chaos-based RNG designs with good performance.
dc.identifier.doi10.1142/S0218126622502590
dc.identifier.issn0218-1266
dc.identifier.issn1793-6454
dc.identifier.issue15
dc.identifier.scopus2-s2.0-85132975790
dc.identifier.scopusqualityQ3
dc.identifier.urihttps://doi.org/10.1142/S0218126622502590
dc.identifier.urihttps://hdl.handle.net/20.500.13099/1762
dc.identifier.volume31
dc.identifier.wosWOS:000849434900001
dc.identifier.wosqualityQ4
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorCicek, Serdar
dc.language.isoen
dc.publisherWorld Scientific Publ Co Pte Ltd
dc.relation.ispartofJournal of Circuits Systems and Computers
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_WOS_20250316
dc.subjectChaos-based random number generators
dc.subjectRNG
dc.subjectmulti-scroll chaotic systems
dc.subjectNIST 800-22
dc.subjectcorrelation coefficient
dc.titleThe Effect of Using Multi-Scroll Chaotic Systems on Chaos-Based Random Number Generators' Performance
dc.typeArticle

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