On the intrinsic origin of 1/f noise
B. Kaulakys (Institute of Theoretical Physics, Astronomy, Vilnius, University)

TL;DR
This paper investigates the fundamental cause of 1/f noise, demonstrating that it arises from a random walk in the interevent times of pulse sequences, leading to long-memory processes and characteristic power spectra.
Contribution
It reveals that the intrinsic origin of 1/f noise is due to a random walk in the average interevent time between pulses, providing a new understanding of its fundamental mechanism.
Findings
1/f noise results from a random walk in interevent times
Long-memory processes are responsible for 1/f spectral characteristics
Pulse sequences exhibit 1/f type power spectra due to this mechanism
Abstract
The problem of the intrinsic origin of 1/f noise is considered. Currents and signals consisting of a sequence of pulses are analysed. It is shown that intrinsic origin of 1/f noise is a random walk of the average time between subsequent pulses of the pulse sequence, or interevent time. This results in the long-memory process for the pulse occurrence time and in 1/f type power spectrum of the signal.
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Taxonomy
TopicsNeural Networks and Applications · stochastic dynamics and bifurcation · Fault Detection and Control Systems
