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JOURNALS // Problemy Peredachi Informatsii // Archive

Probl. Peredachi Inf., 2006 Volume 42, Issue 1, Pages 52–71 (Mi ppi37)

This article is cited in 8 papers

Large Systems

Exact Asymptotics of Large Deviations of Stationary Ornstein–Uhlenbeck Processes for $L^p$-Functional, $p>0$

V. R. Fatalov

M. V. Lomonosov Moscow State University, Faculty of Mechanics and Mathematics

Abstract: We prove a general result on the exact asymptotics of the probability
$$ \mathbf P\biggl\{\int\limits_0^1|\eta_\gamma(t)|^p\,dt>u^p\biggr\} $$
as $u\to\infty$, where $p>0$, for a stationary Ornstein–Uhlenbeck process $\eta_\gamma(t)$, i.e., a Gaussian Markov process with zero mean and with the covariance function $\mathbf E\eta_\gamma(t)\eta_\gamma(s)=e^{-\gamma|t-s|}$, $t,s\in\mathbb R$, $\gamma>0$. We use the Laplace method for Gaussian measures in Banach spaces. Evaluation of constants is reduced to solving an extreme value problem for the rate function and studying the spectrum of a second-order differential operator of the Sturm–Liouville type. For $p=1$ and $p=2$, explicit formulas for the asymptotics are given.

UDC: 621.391.1:519.2

Received: 25.05.2005


 English version:
Problems of Information Transmission, 2006, 42:1, 46–63

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