Dual Time and Frequency Domain Optical Layer Digital Twin

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

2022 EUROPEAN CONFERENCE ON OPTICAL COMMUNICATION (ECOC)（2022）

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摘要

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. (C) 2022 The Author(s)

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关键词

artificial neural networks-based models,failure detection,frequency domain optical layer digital twin,optical constellation analysis,optical networks,time domain

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