Accuracy Enhancement of an Optical Network Digital Twin Based on Open-Source Field Data
Conference: ECOC 2024 - 50th European Conference on Optical Communication
09/22/2024 - 09/26/2024 at Frankfurt, Germany
Proceedings: ITG-Fb. 317: ECOC 2024
Pages: 4Language: englishTyp: PDF
Authors:
Purkayastha, Ambashri; Delezoide, Camille; Lourdiane, Mounia; Ware, Cedric; Layec, Patricia
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.