Matteo Lonardi
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View article: Weather-Adaptive Multi-Step Forecasting of State of Polarization Changes in Aerial Fibers Using Wavelet Neural Networks
Weather-Adaptive Multi-Step Forecasting of State of Polarization Changes in Aerial Fibers Using Wavelet Neural Networks Open
We introduce a novel weather-adaptive approach for multi-step forecasting of multi-scale SOP changes in aerial fiber links. By harnessing the discrete wavelet transform and incorporating weather data, our approach improves forecasting accu…
View article: Unsupervised Anomaly Detection and Localization with Generative Adversarial Networks
Unsupervised Anomaly Detection and Localization with Generative Adversarial Networks Open
We propose a novel unsupervised anomaly detection approach using generative adversarial networks and SOP-derived spectrograms. Demonstrating remarkable efficacy, our method achieves over 97% accuracy on SOP datasets from both submarine and…
View article: Receiver-Based Experimental Estimation of Power Losses in Optical Networks
Receiver-Based Experimental Estimation of Power Losses in Optical Networks Open
International audience
View article: Measurement of In-Band Optical Noise Spectral Density
Measurement of In-Band Optical Noise Spectral Density Open
We present a method to measure the spectral density of in-band optical transmission impairments without coherent electrical reception and digital signal processing at the receiver. We determine the method's accuracy by numerical simulation…
View article: Estimation de pertes de puissances pour les réseaux optiques
Estimation de pertes de puissances pour les réseaux optiques Open
Nous proposons une methode pour estimer l'amplitude d'une chute de puissance dans un reseau fibre en utilisant un estimateur de profils longitudinaux de puissance base sur l'analyse de signal recu. Celle-ci s'appuie notamment sur une calib…
View article: Experimental investigations on power spectral density estimation in heterogeneous dispersion unmanaged transmissions
Experimental investigations on power spectral density estimation in heterogeneous dispersion unmanaged transmissions Open
In this paper, we present and verify by experiments a semi-analytical model to estimate the power spectral density of the noise-to-signal ratio in dispersion unmanaged transmissions over heterogeneous fiber types. The model combines an exp…
View article: Quality of transmission estimation and monitoring in modern optical transmission systems
Quality of transmission estimation and monitoring in modern optical transmission systems Open
The thesis focuses on performance assessment, estimation, and monitoring in modern optical communication systems that are developed to fight the expected capacity shortage. The thesis is divided into two parts. In the first, we study the p…
View article: The Generalized Droop Formula
The Generalized Droop Formula Open
We present a theoretical model that fully supports the recently disclosed generalized droop formula (GDF) for calculating the signal-to-noise ratio (SNR) of constant-output power (COP) amplified dispersion-uncompensated coherent links oper…
View article: Analysis of modal coupling due to birefringence and ellipticity in strongly guiding ring-core OAM fibers
Analysis of modal coupling due to birefringence and ellipticity in strongly guiding ring-core OAM fibers Open
After briefly recalling the issue of OAM mode purity in strongly-guiding ring-core fibers, this paper provides a methodology to calculate the coupling strength between OAM mode groups due to fiber perturbations. The cases of stress birefri…
View article: The European Project Roam "Revolutionising Optical Fiber Transmission And Networking Using The Orbital Angular Momentum Of Light": Motivations And Recent Outcomes
The European Project Roam "Revolutionising Optical Fiber Transmission And Networking Using The Orbital Angular Momentum Of Light": Motivations And Recent Outcomes Open
The motivaitons and the last results of the ROAM project regarding the exploitation of the orbital angular momentum of light for fiber transmission and switching.
View article: Mode Coupling Analysis of Hollow Ring-Core Fibers for OAM Transmission
Mode Coupling Analysis of Hollow Ring-Core Fibers for OAM Transmission Open
<p>We present an analytical and numerical description of coupling between OAM modes in hollow ring-core fibers affected by stress birefringence and ellipticity. The analysis paves the way to a better modeling of propagation in these …
View article: Mode Coupling Analysis of Hollow Ring-Core Fibers for OAM Transmission
Mode Coupling Analysis of Hollow Ring-Core Fibers for OAM Transmission Open
We present an analytical and numerical description of coupling between OAM modes in hollow ring-core fibers affected by stress birefringence and ellipticity The analysis paves the way to a better modeling of propagation in these fibers.