Mostrando 4 resultados de: 4
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)
Área de conocimiento
Algoritmo(2)
Aprendizaje profundo(2)
Óptica no lineal(2)
Comunicación(1)
Telecomunicaciones(1)
Origen
scopus(4)
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