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Computer Optics, 2020, Volume 44, Issue 1, Pages 60–66
DOI: https://doi.org/10.18287/2412-6179-CO-662
(Mi co762)
 

This article is cited in 1 scientific paper (total in 1 paper)

IMAGE PROCESSING, PATTERN RECOGNITION

Methods for early recognition of OFDM data

R. R. Yuzkiva, V. A. Fedoseevba, V. V. Myasnikovab, V. V. Sergeevba

a Samara National Research University, Moskovskoye Shosse 34, 443086, Samara, Russia
b IPSI RAS – Branch of the FSRC “Crystallography and Photonics” RAS, Molodogvardeyskaya 151, 443001, Samara, Russia
References:
Abstract: A technique of early recognition (recovery) of data transmitted using OFDM technology by an incompletely received signal is considered. Theoretically, this approach is able to increase the speed of information transfer, as well as the resistance of the de-encoder to the loss of part of the transmitted signal. The article proposes a mathematical formulation of the OFDM signal early recognition problem, and also discusses several methods for solving it: a regularization method, an iterative method based on the fast Fourier transform, a gradient method based on learning, and an inverse operator method. The possibility of simultaneously using several methods to improve the accuracy of information recovery is considered. The results of numerical experiments presented in this work confirm the practical potential of the proposed approach.
Keywords: OFDM, frequency modulation, signal recovery, early recognition, gradient descent, error-correcting codes.
Funding agency Grant number
Russian Foundation for Basic Research 18-01-00748 à
19-07-00357 à
Ministry of Science and Higher Education of the Russian Federation 007-ÃÇ/×3363/26
This work was supported by the Russian Foundation for Basic Research under project No. 18-01-00748 (Sections 1 and 2.1), project No. 19-07-00357 (Sections 2.2-2.4), and by the RF Ministry of Science and Higher Education within the government project of FSRC «Crystallography and Photonics» RAS under agreement 007ÃÇ/×3363/26 (Section 3).
Received: 06.11.2019
Accepted: 13.12.2019
Document Type: Article
Language: Russian
Citation: R. R. Yuzkiv, V. A. Fedoseev, V. V. Myasnikov, V. V. Sergeev, “Methods for early recognition of OFDM data”, Computer Optics, 44:1 (2020), 60–66
Citation in format AMSBIB
\Bibitem{YuzFedMya20}
\by R.~R.~Yuzkiv, V.~A.~Fedoseev, V.~V.~Myasnikov, V.~V.~Sergeev
\paper Methods for early recognition of OFDM data
\jour Computer Optics
\yr 2020
\vol 44
\issue 1
\pages 60--66
\mathnet{http://mi.mathnet.ru/co762}
\crossref{https://doi.org/10.18287/2412-6179-CO-662}
Linking options:
  • https://www.mathnet.ru/eng/co762
  • https://www.mathnet.ru/eng/co/v44/i1/p60
  • This publication is cited in the following 1 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Computer Optics
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    Full-text PDF :45
    References:15
     
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