Optical Channel Monitoring refers to the process of continuously monitoring the quality and performance of optical channels in a communication network. Optical channels are pathways through which optical signals carrying data travel in the form of light pulses.

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Deep Learning Gain and Tilt Adaptive Digital Twin Modeling of Optical Line Systems for Accurate OSNR Predictions

We propose a deep learning algorithm trained on varied spectral loads and EDFA working points to generate a digital twin of an optical line system able to optimize line control and to enhance OSNR predictions.