Adaptive neural network equalisation using skip connections for future 100 Gbit/s/λ passive optical networks

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dc.contributor.authorMurphy, Stephen L.en
dc.contributor.authorJamali, Faribaen
dc.contributor.authorTownsend, Paul D.en
dc.contributor.authorAntony, Cleitusen
dc.contributor.funderScience Foundation Irelanden
dc.date.accessioned2024-03-25T15:15:27Z
dc.date.available2024-03-25T15:15:27Z
dc.date.issued2023en
dc.description.abstractWe present a novel equaliser based on a neural network with skip connections for 100 Gbit/s PAM4 SOA-preamplfied PONs which can converge within 2000 symbols on a burst-by-burst basis, and effectively compensate SOA patterning and 81.6 ps/nm fiber dispersion, enabling 21 dB system dynamic range.en
dc.description.sponsorshipScience Foundation Ireland (12/RC/2276 P2)en
dc.description.statusPeer revieweden
dc.description.versionAccepted Versionen
dc.format.mimetypeapplication/pdfen
dc.identifier.citationMurphy, S. L., Jamali, F., Townsend, P. D. and Antony, C. (2023) 'Adaptive neural network equalisation using skip connections for future 100 Gbit/s/λ passive optical networks', 49th European Conference on Optical Communications (ECOC 2023), Glasgow, UK, 1-5 October, pp. 1422-1425. https://doi.org/10.1049/icp.2023.2580en
dc.identifier.doihttps://doi.org/10.1049/icp.2023.2580en
dc.identifier.endpage1425en
dc.identifier.isbn978-1-83953-926-8en
dc.identifier.startpage1422en
dc.identifier.urihttps://hdl.handle.net/10468/15697
dc.language.isoenen
dc.publisherInstitution of Engineering and Technologyen
dc.relation.ispartof49th European Conference on Optical Communications (ECOC 2023), Glasgow, UK, 1-5 Octoberen
dc.rights© 2023, Institution of Engineering and Technology. This paper is a postprint of a paper submitted to and accepted for publication in 49th European Conference on Optical Communications (ECOC 2023), and is subject to Institution of Engineering and Technology Copyright. The copy of record is available at the IET Digital Library.en
dc.subjectOptical fibre dispersionen
dc.subjectEqualisersen
dc.subjectOptical fibre networksen
dc.subjectPassive optical networksen
dc.subjectPulse amplitude modulationen
dc.titleAdaptive neural network equalisation using skip connections for future 100 Gbit/s/λ passive optical networksen
dc.typeConference itemen
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