Degradation Prediction of Semiconductor Lasers using Conditional Variational Autoencoder
JLT
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Optical fiber for remote sensing with high spatial resolution
EASS
A Machine Learning-based Framework for Predictive Maintenance of Semiconductor Laser for Optical Communication
JLT
Benefits of Quasi-Continuous Symbol Rate Tunability in Links Constrained by ROADM Filtering
JOCN
Machine Learning-based Anomaly Detection in Optical Fiber Monitoring
JOCN
Optical Fiber Fault Detection and Localization in a Noisy OTDR Trace Based on Denoising Convolutional Autoencoder and Bidirectional Long Short-Term Memory
JLT
Federated Learning Approach for Lifetime Prediction of Semiconductor Lasers
OFC
ML-based Anomaly Detection in Optical Fiber Monitoring
OECC
Distributed Sensing of Single Mode Fibers with Correlation Techniques
ITG Photonic Networks
Demonstration of latency-aware 5G network slicing on optical metro networks
JOCN
Constellation-based identification of linear and nonlinear OSNR using machine learning: a study of link-agnostic performance
Optics Express
Performance Impact of Signal Reflections in a Single–Fiber Bidirectional System
PTL
Channel Performance Estimations with Extended Channel Probing
ITG Photonic Networks
Secure Collaborative Learning for Predictive Maintenance in Optical Networks
NORDSEC
Reflective Fiber Fault Detection and Characterization Using Long-Short-Term Memory
JOCN
Practical deployment considerations for QKD systems
ECOC
6G networks: Wireless only or impossible without more wires?
ECOC
Gated Recurrent Unit based Autoencoder for Optical Link Fault Diagnosis in Passive Optical Networks
ECOC
Quasi-Continuous Symbol Rate Tunability for Maximum Capacity in Links Constrained by ROADM Filtering
ECOC
A QoT Estimation Method using EGN-assisted Machine Learning for Network Planning Applications
ECOC
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