Classification of Optical Transmission Anomalies with Convolutional Neural Networks and 2D Histograms

Author:

Baldini Gianmarco1,Cerutti Isabella1

Affiliation:

1. Joint Research Centre,European Commission,Ispra,Italy

Publisher

IEEE

Reference14 articles.

1. Constellation diagrams for spectrum anomaly detection in optical networks;natalino,2021

2. Convolutional networks for images, speech, and time series;lecun;The Handbook of Brain Theory and Neural Networks,1995

3. The GN-Model of Fiber Non-Linear Propagation and its Applications

4. PAST-AI: Physical-Layer Authentication of Satellite Transmitters via Deep Learning

5. Modulation Classification Based on Signal Constellation Diagrams and Deep Learning

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