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Design of a Fractional Pseudo-Chaotic Random Number Generator
- Source :
- International Journal of Chaotic Computing, International Journal of Chaotic Computing, Infonomics Society, 2020, 7 (1), pp.166-178. ⟨10.20533/ijcc.2046.3359.2020.0022⟩, International Journal of Chaotic Computing, 2020, 7 (1), pp.166-178. ⟨10.20533/ijcc.2046.3359.2020.0022⟩
- Publication Year :
- 2020
- Publisher :
- HAL CCSD, 2020.
-
Abstract
- International audience; In this paper, we design a pseudo-chaotic random number generator using fractional chaotic systems. A non-uniform grid calculation method is proposed and employed to numerically solve the fractional systems by introducing a skew-tent map to vary the step size of the grid. Greater chaoticity in terms of Lyapunov exponent has been achieved by applying the proposed approach to the solution calculation of the fractional chaotic Chen's and Lu's systems. By adopting the piecewise constant argument method, one 1D fractional generalized double-humped logistic system (FGDHL) is discretized. A fractional pseudo-chaotic random number generator (FPCRNG) has been proposed by performing XOR (exclusive-or) operations to the states of the fractional Chen's system, fractional Lu's system, and the FGDHL systems. The security analysis of the generator and the statistical experiment of a stream cipher implementing the proposed FPCRNG prove that the proposed structure is efficient and can be used in the cryptosystem design.
- Subjects :
- 0209 industrial biotechnology
Discretization
020208 electrical & electronic engineering
Chaotic
02 engineering and technology
Lyapunov exponent
Grid
Nonlinear Sciences::Chaotic Dynamics
symbols.namesake
[INFO.INFO-CR]Computer Science [cs]/Cryptography and Security [cs.CR]
020901 industrial engineering & automation
0202 electrical engineering, electronic engineering, information engineering
Piecewise
symbols
Applied mathematics
Cryptosystem
[INFO]Computer Science [cs]
[NLIN]Nonlinear Sciences [physics]
Stream cipher
Mathematics
Generator (mathematics)
Subjects
Details
- Language :
- English
- ISSN :
- 20463359
- Database :
- OpenAIRE
- Journal :
- International Journal of Chaotic Computing, International Journal of Chaotic Computing, Infonomics Society, 2020, 7 (1), pp.166-178. ⟨10.20533/ijcc.2046.3359.2020.0022⟩, International Journal of Chaotic Computing, 2020, 7 (1), pp.166-178. ⟨10.20533/ijcc.2046.3359.2020.0022⟩
- Accession number :
- edsair.doi.dedup.....288f490603891482659a316cbc247b6b
- Full Text :
- https://doi.org/10.20533/ijcc.2046.3359.2020.0022⟩