Title :
Marotto´s theorem-based chaotic pseudo-random number generator and performance analysis
Author :
Han, Shuangshuang ; Lequan Min ; Liu, Ting
Author_Institution :
Autom. Sch., Univ. of Sci. & Technol. Beijing, Beijing, China
Abstract :
Based on Marotto´s theorem for discrete chaotic systems, this paper introduces a new 2-dimensional non autonomous discrete chaotic system. A chaotic pseudo-random number generator (CPNG) is designed based on the new system. Using the FIPS-140-2 tests verifies the random properties of pseudo-random sequences generated via the CPNG. The results showed that all pseudo-random sequences passed the tests. The confidence interval analysis showed that the CPNG can generate sound pseudo-random sequences.
Keywords :
chaos; random number generation; random sequences; 2-dimensional nonautonomous discrete chaotic system; FIPS-140-2 tests; Marotto theorem based; chaotic pseudorandom number generator; confidence interval analysis; performance analysis; pseudorandom sequences; Chaotic communication; Encryption; Equations; Generators; Physics; FIPS-140-2 tests; Marotto´s theorem; non-autonomous chaotic system; pseudo-random sequence;
Conference_Titel :
Multimedia Technology (ICMT), 2011 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-61284-771-9
DOI :
10.1109/ICMT.2011.6002469
