Accuracy Enhancement of an Optical Network Digital Twin Based on Open-Source Field Data
Konferenz: ECOC 2024 - 50th European Conference on Optical Communication
22.09.2024-26.09.2024 in Frankfurt, Germany
Tagungsband: ITG-Fb. 317: ECOC 2024
Seiten: 4Sprache: EnglischTyp: PDF
Autoren:
Purkayastha, Ambashri; Delezoide, Camille; Lourdiane, Mounia; Ware, Cedric; Layec, Patricia
Inhalt:
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.