Mostrando 4 resultados de: 4
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Publisher
2022 Italian Conference on Optics and Photonics, ICOP 2022(2)
2022 European Conference on Optical Communication, ECOC 2022(1)
Journal of Lightwave Technology(1)
A Multi-Rate Approach for Nonlinear Pre-Distortion Using End-to-End Deep Learning in IM-DD Systems
ArticleAbstract: Modern intra-data center (IDC) interconnects leverage robust and low-cost intensity modulation (IM)Palabras claves:artificial neural networks, IM-DD systems, intra data-center interconnection, multi mode fibers, nonlinear equalization, VCSELAutores:Forghieri F., Minelli L., Nespola A., Roberto Gaudino, Straullu S.Fuentes:scopusEnd-To-end Deep Learning for VCSEL's Nonlinear Digital Pre-Distortion
Conference ObjectAbstract: We propose a novel optimization method for a Neural Network based Digital Pre-Distorter (DPD), appliPalabras claves:Data center interconnects, Deep learning applications on communication systems, nonlinear equalization, Optical PAM-4 IM-DD systems, VCSELAutores:Forghieri F., Minelli L., Roberto GaudinoFuentes:scopusNonlinear Pre-distortion through a Multi-rate End-to-end Learning Approach over VCSEL-MMF IM-DD Optical Links
Conference ObjectAbstract: We experimentally demonstrate a nonlinear digital pre-distorter for PAM-M shaping in VCSEL+MMF IM-DDPalabras claves:Autores:Forghieri F., Minelli L., Roberto GaudinoFuentes:scopusOptimization of 50G-PON APD-based receivers
Conference ObjectAbstract: In this paper, we approach the optimization of IM-DD systems leveraging APD-based receivers and FeedPalabras claves:50G-Passive Optical Networks, APD-based Receivers, IM-DD systemsAutores:Abdellatif A., Minelli L., Roberto GaudinoFuentes:scopus