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Avtomatika i Telemekhanika, 2018, Issue 1, Pages 84–99 (Mi at14971)  
This article is cited in 11 scientific papers (total in 11 papers)

Topical issue

Optimal channel choice for lossy data flow transmission

B. M. Millera, G. B. Millerb, K. V. Semenikhinc

a Institute for Information Transmission Problems (Kharkevich Institute), Russian Academy of Sciences, Moscow, Russia
b Institute of Informatics Problems of Federal Research Center "Computer Science and Control", Russian Academy of Sciences, Moscow, Russia
c Moscow Aviation Institute, Moscow, Russia
Full-text PDF (928 kB) Citations (11)
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Abstract: We consider the optimal control problem for the load of several communication channels defined by independent Markov jump processes. Implicit information on the state of a channel is available in the form of a flow of losses whose intensity is proportional to the controllable load of this channel. The optimized functionals take into account the total throughput of channels and energy costs for data transmission over a fixed interval of time. We obtain optimal filtering equations for joint estimation of channel states. We construct a locally optimal strategy that explicitly depends on the set of state estimates.
Keywords: optimization, hidden Markov state, counting observations, filtering, locally optimal strategy.
Funding agency Grant number
Russian Foundation for Basic Research 16-07-00677-а
Russian Science Foundation 14-50-00150
The work of G. B. Miller and K. V. Semenikhin (Sections 1–4) has been partially supported by the Russian Foundation for Basic Research, project no. 16-07-00677-a. The work of B. M. Miller has been supported by the Russian Science Foundation, project no. 14-50-00150. In this work, B. M. Miller proposed an optimization method based on the maximum principle (Section 5).
Presented by the member of Editorial Board: A. I. Kibzun

Received: 20.03.2017
English version:
Automation and Remote Control, 2018, Volume 79, Issue 1, Pages 66–77
DOI: https://doi.org/10.1134/S000511791801006X
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: B. M. Miller, G. B. Miller, K. V. Semenikhin, “Optimal channel choice for lossy data flow transmission”, Avtomat. i Telemekh., 2018, no. 1, 84–99; Autom. Remote Control, 79:1 (2018), 66–77
Citation in format AMSBIB
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    • This publication is cited in the following 11 articles:
    Citing articles in Google Scholar: Russian citations, English citations
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