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arXiv · 2410.02280

Accuracy Enhancement of an Optical Network Digital Twin Based on Open-Source Field Data

Ambashri Purkayastha·Cédric Ware·Mounia Lourdiane·Patricia Layec·Camille Delezoide
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Abstract

We propose a two-stage hybrid QoT model for twinning a real transport network and evaluate it on recently published field data. Accounting for partial calibration of key parameters, we improve the SNR prediction accuracy by more than a factor of two.

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Ambashri Purkayastha, Cédric Ware, Mounia Lourdiane, Patricia Layec, Camille Delezoide. 2024-10-03. Accuracy Enhancement of an Optical Network Digital Twin Based on Open-Source Field Data. https://arxiv.org/abs/2410.02280

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