Title :
Long period pseudo random bit generators derived from a discretized chaotic map
Author :
Addabbo, Tommaso ; Alioto, Massimo ; Fort, Ada ; Rocchi, Santina ; Vignoli, Valerio
Author_Institution :
Inf. Eng. Dept., Siena Univ., Italy
Abstract :
In this paper, the digital implementation of the Sawtooth map is analyzed as a source of pseudo random bits. In particular, a special family of discretized maps derived from the Sawtooth map is introduced, and theoretical aspects on the periodicity of the system are discussed. To evaluate the performance of the obtained pseudo random sources, different statistical parameters and tests that measure the characteristics of the output bit sequences are considered. The results show that, under specific design conditions, the discretized Sawtooth map can be proposed as a suitable solution for the implementation of integrated long period pseudo random bit generators.
Keywords :
chaos generators; finite state machines; random number generation; statistical testing; Sawtooth map digital implementation; chaotic map discretization; digital PRBG; discretized chaotic maps; finite state machines; long period pseudo random bit generators; output bit sequence characteristics; random number generation; statistical tests; system periodicity; Automata; Binary sequences; Chaos; Circuit testing; Cryptography; Hardware; Logic; Piecewise linear techniques; Random number generation; State-space methods;
Conference_Titel :
Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on
Print_ISBN :
0-7803-8834-8
DOI :
10.1109/ISCAS.2005.1464732