A digital pseudo-random number generator based on sawtooth chaotic map with a guaranteed enhanced period

被引:37
作者
Dastgheib, Mohammad A. [1 ]
Farhang, Mahmoud [1 ]
机构
[1] Shiraz Univ, Dept Elect & Comp Engn, Shiraz, Iran
基金
美国国家科学基金会;
关键词
Pseudo-random number generation; Multiple recursive generator; Chaotic maps;
D O I
10.1007/s11071-017-3638-3
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
In this paper, a very low complexity method is proposed to achieve a guaranteed substantial extension in the period of a popular class of chaos-based digital pseudo-random number generators (PRNGs). To this end, the relation between the chaotic PRNG and multiple recursive generators is investigated and some theorems are provided to show that how a simple recursive structure and an additive piecewise-constant perturbation inhibit unpredictable short period trajectories and ensure an a priori known long period for the chaotic PRNG. The statistical performance of the proposed PRNG is evaluated, and the results show that it is a good candidate for applications in which long-period secure pseudo-random sequence generators at a low complexity level are required.
引用
收藏
页码:2957 / 2966
页数:10
相关论文
共 38 条
[1]   A class of maximum-period nonlinear congruential generators derived from the Renyi chaotic map [J].
Addabbo, T. ;
Alioto, M. ;
Fort, A. ;
Pasini, A. ;
Rocchi, S. ;
Vignoli, V. .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2007, 54 (04) :816-828
[2]  
Addabbo T, 2011, STUD COMPUT INTELL, V354, P67
[3]   Logistic map as a random number generator [J].
Andrecut, M .
INTERNATIONAL JOURNAL OF MODERN PHYSICS B, 1998, 12 (09) :921-930
[4]  
[Anonymous], 2012, Uniform Random Numbers: Theory and Practice
[5]  
[Anonymous], NIST SPECIAL PUBLICA
[6]  
[Anonymous], ELECT LETT
[7]  
[Anonymous], INT C EM SEC INF SYS
[8]   GUARANTEEING THE PERIOD OF LINEAR RECURRING SEQUENCES (MOD(2E)) [J].
BARNARD, AD ;
SILVESTER, JR ;
CHAMBERS, WG .
IEE PROCEEDINGS-E COMPUTERS AND DIGITAL TECHNIQUES, 1993, 140 (05) :243-245
[9]  
Cernak J, 1996, PHYS LETT A, V214, P151, DOI 10.1016/0375-9601(96)00179-X
[10]   Design and realization of an FPGA-based generator for chaotic frequency hopping sequences [J].
Cong, L ;
Wu, XF .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2001, 48 (05) :521-532