Cem KösemenÖmer AydinGokhan DalkiltcAydin, OmerDalkilic, GokhanAydm, OmerDalklhc, GokhanKosemen, Cem2025-10-062018978153867893010.1109/UBMK.2018.85664842-s2.0-85060658413https://www.scopus.com/inward/record.uri?eid=2-s2.0-85060658413&doi=10.1109%2FUBMK.2018.8566484&partnerID=40&md5=5cbd76f30caafe6c50cc7d319a806093https://gcris.yasar.edu.tr/handle/123456789/9502https://doi.org/10.1109/UBMK.2018.8566484In this research a genetic programming (GP) method is proposed for producing pseudorandom number generators (PRNG) for lightweight devices especially wireless identification and sensing platform (WISP) family devices. These PRNGs are produced with genetic programming methods using bit-entropy and serial correlation coefficient calculation as the fitness function. Qualities of these PRNGs are tested with the NIST statistical test suite that is a comprehensive tool that evaluates the statistical quality of the output of given PRNG. In addition a set of PRNG is generated with this GP method and the results are examined statistically. © 2019 Elsevier B.V. All rights reserved.Englishinfo:eu-repo/semantics/closedAccessGenetic Programming, Pseudo Random Number Generation, Radio Frequency Identification Devices, Security, Wireless Identification And Sensing Platform, Genetic Algorithms, Genetic Programming, Number Theory, Radio Frequency Identification (rfid), Lightweight Devices, Pseudo Random Number Generations, Pseudo Random Number Generators, Radio Frequency Identification Devices, Security, Serial Correlation, Statistical Quality, Wireless Identification And Sensing Platforms, Random Number GenerationGenetic algorithms, Genetic programming, Number theory, Radio frequency identification (RFID), Lightweight devices, Pseudo random number generations, Pseudo random number generators, Radio frequency identification devices, security, Serial correlation, Statistical quality, Wireless identification and sensing platforms, Random number generationGenerationGenetic ProgrammingSecurityRadio Frequency Identification DevicesWireless Identification and Sensing PlatformPseudo Random Number GenerationPseudo Random NumberConference Object