English

Memoryless nonlinear response: A simple mechanism for the 1/f noise

Statistical Mechanics 2013-10-10 v1

Abstract

Discovering the mechanism underlying the ubiquity of "1/fα""1/f^{\alpha}" noise has been a long--standing problem. The wide range of systems in which the fluctuations show the implied long--time correlations suggests the existence of some simple and general mechanism that is independent of the details of any specific system. We argue here that a {\it memoryless nonlinear response} suffices to explain the observed non--trivial values of α\alpha: a random input noisy signal S(t)S(t) with a power spectrum varying as 1/fα1/f^{\alpha'}, when fed to an element with such a response function RR gives an output R(S(t))R(S(t)) that can have a power spectrum 1/fα1/f^{\alpha} with α<α\alpha < \alpha'. As an illustrative example, we show that an input Brownian noise (α=2\alpha'=2) acting on a device with a sigmoidal response function R(S)=\sgn(S)SxR(S)= \sgn(S)|S|^x, with x<1x<1, produces an output with α=3/2+x\alpha = 3/2 +x, for 0x1/20 \leq x \leq 1/2. Our discussion is easily extended to more general types of input noise as well as more general response functions.

Keywords

Cite

@article{arxiv.1310.2360,
  title  = {Memoryless nonlinear response: A simple mechanism for the 1/f noise},
  author = {Avinash Chand Yadav and Ramakrishna Ramaswamy and Deepak Dhar},
  journal= {arXiv preprint arXiv:1310.2360},
  year   = {2013}
}

Comments

5 pages, 5 figures