Occupation time statistics of the fractional Brownian motion in a finite domain.
basic_science · Level V
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- Record sourced from PubMed, PMID 36671174.
- Also identified by DOI 10.1103/PhysRevE.106.064132.
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Abstract
We study statistics of occupation times for a fractional Brownian motion (fBm), which is a typical model of a non-Markov process. Due to the non-Markovian nature, recurrence times to the origin depend on the history. Numerical simulations indicate that dependence on the sum of successive recurrence times becomes weak. As a result, the distribution of the occupation time in a finite domain follows the Mittag-Leffler distribution when the Hurst exponent of the fBm is close to 1/2. We show this distributional behavior of a time-averaged observable by renewal theory. This result is an extension of the distributional limit theorem known as the Darling-Kac theorem in general Markov processes to non-Markov processes.
Medical subject headings
- Motion