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JOURNALS // Problemy Peredachi Informatsii // Archive

Probl. Peredachi Inf., 2015 Volume 51, Issue 2, Pages 67–85 (Mi ppi2171)

This article is cited in 3 papers

Methods of Signal Processing

On limit distributions of the time of first passage over a high level

M. V. Burnasheva, G. K. Golubevab

a Kharkevich Institute for Information Transmission Problems, Russian Academy of Sciences, Moscow, Russia
b Aix-Marseille Université, Marseille, France

Abstract: We describe a simple method of finding the limit distribution of the time of first passage over a high level for a random sequence (or random process). The method reduces the considered problem to a well-studied problem of finding the distribution of this random sequence (or process) at a certain fixed time. This allows to consider not only traditional sums of independent random variables but also sums of dependent random variables. As examples, sums of independent random variables with stable limit distribution functions, sequential testing of hypotheses, and problems of the first passage over a high level for Gaussian processes with strong dependencies are considered.

UDC: 621.391.1+519.2

Received: 05.05.2014
Revised: 17.02.2015


 English version:
Problems of Information Transmission, 2015, 51:2, 148–164

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© Steklov Math. Inst. of RAS, 2024