Frequency–frequency correlations of single-trajectory spectral densities of Gaussian processes
Abstract We investigate the stochastic behavior of the single-trajectory spectral density S ( ω , T ) of several Gaussian stochastic processes, i.e., Brownian motion, the Ornstein–Uhlenbeck process, the Brownian gyrator model and fractional Brownian motion, as a function of the frequency ω and the o...
Saved in:
Published in: | New journal of physics Vol. 24; no. 9 |
---|---|
Main Authors: | , , , , |
Format: | Journal Article |
Language: | English |
Published: |
Institute of Physics: Open Access Journals
27-09-2022
|
Subjects: | |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Summary: | Abstract We investigate the stochastic behavior of the single-trajectory spectral density S ( ω , T ) of several Gaussian stochastic processes, i.e., Brownian motion, the Ornstein–Uhlenbeck process, the Brownian gyrator model and fractional Brownian motion, as a function of the frequency ω and the observation time T . We evaluate in particular the variance and the frequency–frequency correlation of S ( ω , T ) for different values of ω . We show that these properties exhibit different behaviors for different physical cases and can therefore be used as a sensitive probe discriminating between different kinds of random motion. These results may prove quite useful in the analysis of experimental and numerical data. |
---|---|
ISSN: | 1367-2630 1367-2630 |
DOI: | 10.1088/1367-2630/ac8f65 |