Digital Noise Generator Based on Bernoulli Chaotic Map

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This paper describes the noise emulation in materials through the digital implementation of a chaotic noise generator based on the Bernoulli map. The bifurcation diagram, Lyapunov exponent and the Ergodic Theorem were used in order to determine the operation conditions under which the Bernoulli map is able to generate noise with different statistical distributions. A 32-bits digital circuit was designed and implemented in a FPGA, and it can be used to emulate and analyze the noise in different materials. The obtained results are consistent with the generalized Bernoulli map behavior.

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1869-1873

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January 2012

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© 2012 Trans Tech Publications Ltd. All Rights Reserved

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[1] P. Koiran, A Weak Version of the Blum, Shub & Smale model, NeuroCOLT Technical Report Series, NC-TR-94-5, August (1994).

Google Scholar

[2] S. Xua, J. Wang, S. Yang: A Novel Block Cipher Based on Chaotic Maps, 2008 Congress on Image and Signal Processing, Vol. 3, pp.17-21 (2008).

DOI: 10.1109/cisp.2008.409

Google Scholar

[3] L. Blum, M. Blum and M. Shub in: Comparison of two Pseudo-Random Number Generators, Springer-Verlag (1998).

DOI: 10.1007/978-1-4757-0602-4_6

Google Scholar

[4] C. S. Petrie and J. A. Connelly: A Noise-Based IC Random Number Generator for Applications in Cryptography, IEEE Transactions On Circuits and Systems – 1: Fundamental Theory and Applications, Vol. 47, No 5, pp.615-616 (2000).

DOI: 10.1109/81.847868

Google Scholar

[5] A. Tsuneda, K. Eguchi and T. Inoue: Design of Chaotic Binary Sequences with Good Statistical Properties based on Piecewise Linear into Maps, IEEE Transactions on Circuits and Systems I: Regular papers, Vol 52, No 2, pp.454-462 (2005).

DOI: 10.1109/tcsi.2004.841597

Google Scholar

[6] R. Vázquez-Medina in: Unidimensionals Chaotic Maps Applied to Noise Generation", PhD. Thesis, UAM-I, Mexico, (2008).

Google Scholar

[7] F. C. Hoppensteadt in: Analysis and Simulation of Chaotic Systems, Springer-Verlag New York, Inc. (1993).

Google Scholar

[8] R. L. Devaney in: A first course in chaotic dynamical systems, Perseus Books Publishing, L.L.C. pp.114-119 (1992).

Google Scholar

[9] S. N. Elaydi in: Discrete Chaos, Chapman & Hall/CRC pp.42-43 (2000).

Google Scholar

[10] C. Robinson in: Dynamical Systems. Stability, Symbolic Dynamics, and Chaos Second Edition" CRC Press LLC, pp.273-274 (1999).

Google Scholar