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2022 Italian Conference on Optics and Photonics, ICOP 2022(2)
2022 European Conference on Optical Communication, ECOC 2022(1)
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Óptica no lineal(2)
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scopus(3)
End-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