Non-linear FM Demodulation with Neural Networks in Through-the-earth Mine Communications : материалы временных коллективов

Описание

Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций

Конференция: International Siberian Conference on Control and Communications (SIBCON); Tomsk State Univ Control Syst & Radioelectron, Tomsk, RUSSIA; Tomsk State Univ Control Syst & Radioelectron, Tomsk, RUSSIA

Год издания: 2019

Ключевые слова: through-the-earth mine communications, convolutional neural network, non-linear filtering

Аннотация: Classical methods of FM demodulation used in through-the-earth mine communications rely heavily on an assumption of Gaussian random noise. Such assumption ignores many possible non-linear effects which may affect signal-tonoise ratio at the receiver and l

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Издание

Журнал: 2019 INTERNATIONAL SIBERIAN CONFERENCE ON CONTROL AND COMMUNICATIONS (SIBCON)

ISSN журнала: 23806508

Место издания: NEW YORK

Издатель: IEEE

Персоны

  • Kudinov Mikhail (Fed Res Ctr Comp Sci & Control, Dorodnicyn Comp Ctr, Moscow, Russia)
  • Kudinov Danil (Siberian Fed Univ, Inst Radio Technol, Krasnoyarsk, Russia)
  • Kokhonkova Ekaterina (Siberian Fed Univ, Mil Engn Inst, Krasnoyarsk, RussiaProceedings Paper)

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