Inproceedings3996

AI-Based OTDR Event Detection, Classification and Assignment to ODN Branches in Passive Optical Networks

Michael Straub, Tarek Saier, Johannes Reber, Robert Borkowski, Shi Li, André Richter, Michael Färber, Tobias Käfer, René Bonk

Published: 2023

Buchtitel: Proceedings of the 2023 European Conference on Optical Communication (ECOC'23)
Verlag: IEEE

Referierte Veröffentlichung

BibTeX

Kurzfassung
An AI-supported monitoring concept is demonstrated allowing detection and classification of events on OTDR traces with high precision and recall for application on a PON optical distribution network. We can also associate events with ODN branches by using deployment data of the PON topology.

Download: Media:OTDR_ECOC2023.pdf

Forschungsgruppe

Web Science

Forschungsgebiet

Data Mining, Künstliche Intelligenz