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JOURNALS // Avtomatika i Telemekhanika // Archive

Avtomat. i Telemekh., 2015 Issue 2, Pages 34–60 (Mi at14184)

This article is cited in 7 papers

Stochastic Systems, Queuing Systems

Filtering of the Markov jump process given the observations of multivariate point process

A. V. Borisova, B. M. Millerb, K. V. Siemenikhinc

a Institute of Informatics Problems, Russian Academy of Sciences, Moscow, Russia
b Institute for Information Transmission Problems (Kharkevich Institute), Russian Academy of Sciences, Moscow, Russia
c Moscow State Aviation Institute, Moscow, Russia

Abstract: The problem of optimal filtering of the Markov process with finite number of states through the discrete observations arriving at random time instants was formulated and resolved. It was established that the desired estimate obeys a finite-dimensional differential-difference system which admits an explicit solution. The theoretical results obtained are applicable to the problem of monitoring the telecommunication link.

Presented by the member of Editorial Board: A. P. Kurdyukov

Received: 26.07.2013


 English version:
Automation and Remote Control, 2015, 76:2, 219–240

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