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Machine Learning for Power Profiles Prediction in Presence of Inter-channel Stimulated Raman Scattering | IEEE Conference Publication | IEEE Xplore

Machine Learning for Power Profiles Prediction in Presence of Inter-channel Stimulated Raman Scattering


Abstract:

Two artificial neural network (ANN) models are presented to predict power profiles over C+L–band in presence of inter-channel stimulated Raman scattering (ISRS) and to su...Show More

Abstract:

Two artificial neural network (ANN) models are presented to predict power profiles over C+L–band in presence of inter-channel stimulated Raman scattering (ISRS) and to support non-linear interference (NLI) modeling. High prediction accuracy is obtained with maximum errors ≤ 0.1 dB over thousands different partial loads.
Date of Conference: 13-16 September 2021
Date Added to IEEE Xplore: 22 November 2021
ISBN Information:
Conference Location: Bordeaux, France

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