Matteo Lonardi

According to our database1, Matteo Lonardi authored at least 16 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2017
2018
2019
2020
2021
2022
2023
2024
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Legend:

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In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Risky event classification leveraging transfer learning for very limited datasets in optical networks.
J. Opt. Commun. Netw., 2024

Weather-Adaptive Multi-Step Forecasting of State of Polarization Changes in Aerial Fibers Using Wavelet Neural Networks.
CoRR, 2024

Unsupervised Anomaly Detection and Localization with Generative Adversarial Networks.
CoRR, 2024

Machine Learning-Driven Low-Complexity Optical Power Optimization for Point-to-Point Links.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Anomaly Detection and Localization in Optical Networks Using Vision Transformer and SOP Monitoring.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Computer Vision for Anomaly Detection in Optical Networks with State of Polarization Image Data: Opportunities and Challenges.
Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

2023
Fast and accurate nonlinear interference in-band spectrum prediction for sparse channel allocation.
Proceedings of the International Conference on Optical Network Design and Modeling, 2023

Locating Fiber Loss Anomalies with a Receiver-side Monitoring Algorithm exploiting Cross-Phase Modulation.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

2022
Non-Linear Effects of WDM Transmission versus Optical Routing Impairments: Does One Prevail at Network Level?
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

2021
Machine learning for quality of transmission: a picture of the benefits fairness when planning WDM networks.
JOCN, 2021

Kerr Nonlinearity Dominance Diagnostic for Polarization-Dependent Loss Impaired Optical Transmissions.
Proceedings of the European Conference on Optical Communication, 2021

Estimating Network Components Polarization-Dependent Loss Using Performance Statistical Measurements.
Proceedings of the European Conference on Optical Communication, 2021

2020
How Uncertainty on the Fiber Span Lengths Influences QoT Estimation using Machine Learning in WDM Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Transfer Learning from Unbiased Training Data Sets for QoT Estimation in WDM Networks.
Proceedings of the European Conference on Optical Communications, 2020

2019
Power Spectral Density Estimation in Dispersion Unmanaged Coherent Metro Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

2017
Mode Coupling Analysis of Hollow Ring-Core Fibers for OAM Transmission.
Proceedings of the European Conference on Optical Communication, 2017


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