Chaos-based true random number generators

被引:31
|
作者
Bonilla L.L. [1 ]
Alvaro M. [1 ]
Carretero M. [1 ]
机构
[1] Gregorio Millán Institute for Fluid Dynamics, Nanoscience and Industrial Mathematics, Universidad Carlos III de Madrid, Avenida de la Universidad 30, Leganés
关键词
deterministic and stochastic chaos; random bit generator; semiconductor superlattice;
D O I
10.1186/s13362-016-0026-4
中图分类号
学科分类号
摘要
Random number (bit) generators are crucial to secure communications, data transfer and storage, and electronic transactions, to carry out stochastic simulations and to many other applications. As software generated random sequences are not truly random, fast entropy sources such as quantum systems or classically chaotic systems can be viable alternatives provided they generate high-quality random sequences sufficiently fast. The discovery of spontaneous chaos in semiconductor superlattices at room temperature has produced a valuable nanotechnology option. Here we explain a mathematical model to describe spontaneous chaos in semiconductor superlattices at room temperature, solve it numerically to reveal the origin and characteristics of chaotic oscillations, and discuss the limitations of the model in view of known experiments. We also explain how to extract verified random bits from the analog chaotic signal produced by the superlattice. © 2016, Bonilla et al.
引用
收藏
相关论文
共 50 条
  • [21] A novel iris and chaos-based random number generator
    Zhu, Hegui
    Zhao, Cheng
    Zhang, Xiangde
    Yang, Lianping
    COMPUTERS & SECURITY, 2013, 36 : 40 - 48
  • [22] Vulnerability Analysis of a Chaos-Based Random Number Generator
    Ergun, Salih
    2018 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2018, : 3331 - 3334
  • [23] Algebraic Break of a Chaos-Based Random Number Generator
    Ergun, Salih
    2017 11TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION SYSTEMS (ICSPCS), 2017,
  • [24] Experimental Cryptanalysis of A Chaos-Based Random Number Generator
    Tastan, Ibrahim
    Ergun, Salih
    2018 IEEE ASIA PACIFIC CONFERENCE ON CIRCUITS AND SYSTEMS (APCCAS 2018), 2018, : 283 - 286
  • [25] Performance of Random Number Generators Using Noise-Based Superluminescent Diode and Chaos-Based Semiconductor Lasers
    Yamazaki, Taiki
    Uchida, Atsushi
    IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS, 2013, 19 (04)
  • [26] A comparison of embedded and non-embedded FPGA implementations for fractional chaos-based random number generators
    Clemente-Lopez D.
    Rangel-Magdaleno J.J.
    Munoz-Pacheco J.M.
    Morales-Velazquez L.
    Journal of Ambient Intelligence and Humanized Computing, 2023, 14 (08) : 11023 - 11037
  • [27] The Effect of Using Multi-Scroll Chaotic Systems on Chaos-Based Random Number Generators' Performance
    Cicek, Serdar
    JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2022, 31 (15)
  • [28] A robust chaos-based true random number generator embedded in reconfigurable switched-capacitor hardware
    Drutarovsky, Milos
    Galajda, Pavol
    RADIOENGINEERING, 2007, 16 (03) : 120 - 127
  • [29] A robust chaos-based true random number generator embedded in reconfigurable switched-capacitor hardware
    Drutarovsky, Milos
    Galajda, Pavol
    2007 17TH INTERNATIONAL CONFERENCE RADIOELEKTRONIKA, VOLS 1 AND 2, 2007, : 29 - +
  • [30] A novel chaos-based pseudo-random number generator
    Wang Lei
    Wang Fu-Ping
    Wang Zan-Ji
    ACTA PHYSICA SINICA, 2006, 55 (08) : 3964 - 3968