Conservation laws in coupled multiplicative random arrays lead to $1/f$ noise
We consider the dynamic evolution of a coupled array of N multiplicative random variables. The magnitude of each is constrained by a lower bound w_0 and their sum is conserved. Analytical calculation shows that the simplest case, N=2 and w_0=0, exhibits a Lorentzian spectrum which gradually becomes...
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Zusammenfassung: | We consider the dynamic evolution of a coupled array of N multiplicative
random variables. The magnitude of each is constrained by a lower bound w_0 and
their sum is conserved. Analytical calculation shows that the simplest case,
N=2 and w_0=0, exhibits a Lorentzian spectrum which gradually becomes fractal
as w_0 increases. Simulation results for larger $N$ reveal fractal spectra for
moderate to high values of w_0 and power-law amplitude fluctuations at all
values. The results are applied to estimating the fractal exponents for
cochlear-nerve-fiber action-potential sequences with remarkable success, using
only two parameters. |
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DOI: | 10.48550/arxiv.adap-org/9709005 |