Artifcial Neural Network-Based Equaliser in the Nonlinear Fourier Domain for Fibre-Optic Communication Applications

Research output: Contribution to conferencePaper

Abstract

In this work, we have implemented an equaliser for a periodic nonlinear Fourier transform-based fire-optic communication system using the artificial neural network and obtained a significant improvement in system performance.
Original languageEnglish
Number of pages1
Publication statusPublished - 23 Jun 2019
EventCLEO/Europe-EQEC Conference - International Congress Centre, Munich, Germany
Duration: 23 Jun 201927 Jun 2019
http://www.cleoeurope.org/

Conference

ConferenceCLEO/Europe-EQEC Conference
CountryGermany
CityMunich
Period23/06/1927/06/19
Internet address

Fingerprint

telecommunication
fiber optics
communication
optics

Bibliographical note

Copyright: IEEE.

Cite this

@conference{4e562f86cdbb4a32bc88469d31248f74,
title = "Artifcial Neural Network-Based Equaliser in the Nonlinear Fourier Domain for Fibre-Optic Communication Applications",
abstract = "In this work, we have implemented an equaliser for a periodic nonlinear Fourier transform-based fire-optic communication system using the artificial neural network and obtained a significant improvement in system performance.",
author = "{Kamalian Kopae}, Morteza and Anastasiia Vasylchenkova and Oleksandr Kotlyar and Maryna Pankratova and Prilepsky, {Jaroslaw E.} and Turitsyn, {Sergei K.}",
note = "Copyright: IEEE.; CLEO/Europe-EQEC Conference ; Conference date: 23-06-2019 Through 27-06-2019",
year = "2019",
month = "6",
day = "23",
language = "English",
url = "http://www.cleoeurope.org/",

}

Artifcial Neural Network-Based Equaliser in the Nonlinear Fourier Domain for Fibre-Optic Communication Applications. / Kamalian Kopae, Morteza; Vasylchenkova, Anastasiia; Kotlyar, Oleksandr; Pankratova, Maryna; Prilepsky, Jaroslaw E.; Turitsyn, Sergei K.

2019. Paper presented at CLEO/Europe-EQEC Conference, Munich, Germany.

Research output: Contribution to conferencePaper

TY - CONF

T1 - Artifcial Neural Network-Based Equaliser in the Nonlinear Fourier Domain for Fibre-Optic Communication Applications

AU - Kamalian Kopae, Morteza

AU - Vasylchenkova, Anastasiia

AU - Kotlyar, Oleksandr

AU - Pankratova, Maryna

AU - Prilepsky, Jaroslaw E.

AU - Turitsyn, Sergei K.

N1 - Copyright: IEEE.

PY - 2019/6/23

Y1 - 2019/6/23

N2 - In this work, we have implemented an equaliser for a periodic nonlinear Fourier transform-based fire-optic communication system using the artificial neural network and obtained a significant improvement in system performance.

AB - In this work, we have implemented an equaliser for a periodic nonlinear Fourier transform-based fire-optic communication system using the artificial neural network and obtained a significant improvement in system performance.

M3 - Paper

ER -