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Condition for 1/f noise to occur along with an example for a diffusion equation
1Tsukuba University of Technology, Meteorological Research Institute, Nagamine, Tsukuba 305-0052, Japan and , Amakubo, Tsukuba 305-8520, Japan.
Abstract:
While 1/f noise is ubiquitous and has been found in various systems, its physics remains uncertain. From an analytical study of an ordinary diffusion equation, we find an additional example of the 1/f noise. The formula for this example, together with existing knowledge about scaling in fluid turbulence, implies a necessary and sufficient condition for the occurrence of any stationary 1/f noise. That is, the noise needs to be characterized by two constant frequencies of f_{low}≪f_{high}. For a frequency range from f=f_{low} to f_{high}, it is further needed that, except for the mean amplitude of the noise, there is no other constant parameter. Then, at f_{low}≪f≪f_{high}, the noise scales asymptotically as 1/f. Being statistical and simple, our condition applies to any system and hence explains the ubiquity of the 1/f noise. It is also applicable to some systems with noise of α≠1.0 for 1/f^{α}, via intermittency analogous to that of the turbulence.
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