|
Problemy Peredachi Informatsii, 2006, Volume 42, Issue 1, Pages 52–71
(Mi ppi37)
|
|
|
|
This article is cited in 8 scientific papers (total 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.
Received: 25.05.2005
Citation:
V. R. Fatalov, “Exact Asymptotics of Large Deviations of Stationary Ornstein–Uhlenbeck
Processes for $L^p$-Functional, $p>0$”, Probl. Peredachi Inf., 42:1 (2006), 52–71; Problems Inform. Transmission, 42:1 (2006), 46–63
Linking options:
https://www.mathnet.ru/eng/ppi37 https://www.mathnet.ru/eng/ppi/v42/i1/p52
|
Statistics & downloads: |
Abstract page: | 495 | Full-text PDF : | 116 | References: | 60 |
|