Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group
Conferences > ECEOC > 2022 > Tu5 > Tu5.60
  • European Conference on Optical Communication (ECOC) 2022
  • Technical Digest Series (Optica Publishing Group, 2022),
  • paper Tu5.60

A Novel Approach for Joint Analytical and ML-assisted GSNR Estimation in Flexible Optical Network

F. Arpanaei, B. Shariati, P. Safari, M. Ranjbar Zefreh, J. A. Hernandez, A. Carena, J. Fischer, and D. Larrabeiti

Not Accessible

Your library or personal account may give you access

Abstract

We propose a novel approach to perform QoT estimation relying on joint exploitation of machine learning and analytical formula that offers accurate estimation when applied to scenarios with heterogeneous span profiles and sparsely occupied links. Our approach significantly outperforms the widely used lightpath-level QoT estimation.

© 2022 The Author(s)

PDF Article
More Like This
Link and Network-wide Study of Incoherent GN/EGN Models

Farhad Arpanaei, M. Ranjbar Zefreh, Jose A. Hernandez, Andrea Carena, and David Larrabeiti
We1A.3 European Conference and Exhibition on Optical Communication (ECOC) 2022

Interactive Visual Analytics Dashboard for the Paradigm of ML-assisted Autonomous Optical Networking

Behnam Shariati, Wanda Baltzer, Geronimo Bergk, Pooyan Safari, and Johannes Karl Fischer
M3Z.10 Optical Fiber Communication Conference (OFC) 2022

Concatenated GSNR Profiles for End-to-End Performance Estimations in Disaggregated Networks

Kaida Kaeval, Jani Myyry, Klaus Grobe, Helmut Grieβer, and Gert Jervan
W4G.4 Optical Fiber Communication Conference (OFC) 2022

View More...

Poster Presentation

Media 1: PDF (362 KB)     
Select as filters
Select Topics Cancel
Top
       
© Copyright 2024 | Optica Publishing Group. All rights reserved, including rights for text and data mining and training of artificial technologies or similar technologies.
Privacy | Terms of Use