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

preprint2013arXivOpen access

Abstract

Discovering the mechanism underlying the ubiquity of "1/fα""1/f^α" 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 αα: a random input noisy signal S(t)S(t) with a power spectrum varying as 1/fα′1/f^{α'}, 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^α with α<α′α< α'. As an illustrative example, we show that an input Brownian noise (α′=2α'=2) acting on a device with a sigmoidal response function $R(S)= \sgn(S)|S|^x$, with x<1x<1, produces an output with α=3/2+xα= 3/2 +x, for 0≤x≤1/20 \leq x \leq 1/2. Our discussion is easily extended to more general types of input noise as well as more general response functions.

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