Nonlinear phase noise compensation in single-span digital coherent optical systems employing artificial neural networks

dc.contributor.authorDa Silva, Lucas Marim
dc.contributor.authorDe Paula, Romulo
dc.contributor.authorDe Oliveira, Jose Augusto
dc.contributor.authorSantos, Mirian
dc.contributor.authorPenchel, Rafael
dc.contributor.authorPerez, Grethell G.
dc.contributor.authorAbbade, Marcelo L. F.
dc.contributor.authorAldaya, Ivan
dc.contributor.institutionUniversidade de São Paulo (USP)
dc.contributor.institutionAutonomous Metropolitan University
dc.date.accessioned2022-04-28T19:43:11Z
dc.date.available2022-04-28T19:43:11Z
dc.date.issued2021-05-31
dc.description.abstractAs digital coherent technology gets mature and its cost reduces, it is becoming a competitive solution for future implementations of high-capacity long-reach passive optical networks (LR-PON). In the case of single-channel LR-PONs, the system performance is ultimately limited by the combined effect of the receiver additive noise and the nonlinear phase noise, which in turn is a consequence of the interplay between dispersion and Kerr-induced self-phase modulation. In this paper, we show that by employing a three-layer artificial neural network (ANN) to mitigate the effect of nonlinear phase noise, the bit error rate is reduced from 6.8e-4 to 4.9e-4en
dc.description.affiliationState University of São Paulo Campus São João da Boa Vista
dc.description.affiliationSchool of Engineering Autonomous Metropolitan University
dc.identifierhttp://dx.doi.org/10.1109/SBFotonIOPC50774.2021.9461958
dc.identifier.citation2021 SBFoton International Optics and Photonics Conference: Keep on Shining, SBFoton IOPC 2021.
dc.identifier.doi10.1109/SBFotonIOPC50774.2021.9461958
dc.identifier.scopus2-s2.0-85112426188
dc.identifier.urihttp://hdl.handle.net/11449/222192
dc.language.isoeng
dc.relation.ispartof2021 SBFoton International Optics and Photonics Conference: Keep on Shining, SBFoton IOPC 2021
dc.sourceScopus
dc.subjectartificial neural networks
dc.subjectnonlinear phase compensation
dc.subjectoptical coherent systems
dc.titleNonlinear phase noise compensation in single-span digital coherent optical systems employing artificial neural networksen
dc.typeTrabalho apresentado em evento

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