Chaos-based true random number generators Articles uri icon

publication date

  • June 2016

start page

  • 1

end page

  • 17


  • 1


  • 7

International Standard Serial Number (ISSN)

  • 2190-5983


  • 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.


  • Chemistry
  • Industrial Engineering
  • Materials science and engineering
  • Mathematics
  • Mechanical Engineering
  • Physics


  • random bit generator; semiconductor superlattice; deterministic and stochastic chaos