Title :
Random number generation using field programmable analog array implementation of logistic map
Author :
Cicek, I. ; Pusane, Ali E. ; Dundar, Gunhan
Author_Institution :
TUBITAK BILGEM UEKAE, Bogazici Univ., İstanbul, Turkey
Abstract :
Random number generators are cryptographic components that generate unpredictable, independent and identically distributed bits. We studied 1D chaotic logistic map in the context of random number generation. Nonlinear dynamics of the logistic map, its statistical and spectral features are studied using numerical simulations. Logistic map based random number generator is implemented on a discrete time operating field programmable analog array chip. We evaluated the random number generation performance of our design using NIST 800.22 statistical tests.
Keywords :
cryptography; field programmable gate arrays; random number generation; 1D chaotic logistic map; NIST 800.22 statistical test; cryptographic component; discrete time operating field programmable analog array chip; logistic map based random number generator; nonlinear dynamics; numerical simulation; spectral feature; statistical feature; Art; Chaos; Generators; Logistics; NIST; Random number generation; Discrete time chaos; Field programmable analog arrays; Logistic function;
Conference_Titel :
Signal Processing and Communications Applications Conference (SIU), 2013 21st
Conference_Location :
Haspolat
Print_ISBN :
978-1-4673-5562-9
Electronic_ISBN :
978-1-4673-5561-2
DOI :
10.1109/SIU.2013.6531560