Inproceedings3996
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AI-Based OTDR Event Detection, Classification and Assignment to ODN Branches in Passive Optical Networks
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
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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
Forschungsgebiet
Data Mining, Künstliche Intelligenz