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Conferences > ECEOC > 2022 > Tu5 > Tu5.42
  • European Conference on Optical Communication (ECOC) 2022
  • Technical Digest Series (Optica Publishing Group, 2022),
  • paper Tu5.42

Dual Time and Frequency Domain Optical Layer Digital Twin

M. Devigili, M. Ruiz, N. Costa, A. Napoli, J. Pedro, and L. Velasco

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Abstract

We demonstrate a digital twin for failure detection in optical networks. Artificial neural networks-based models for optical constellation analysis enable predicting the transmitted signal in the time domain whereas analytical models are usually used to estimate their spectral evolution.

© 2022 The Author(s)

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