Live Demonstration of ML-based PON Characterization and Monitoring
- Resource Type
- Conference
- Authors
- Brugge, Maximilian; Muller, Jasper; Patri, Sai Kireet; Jansen, Sander; Zou, Jim; Althoff, Stephanie; Forster, Klaus-Tycho
- Source
- 2023 Optical Fiber Communications Conference and Exhibition (OFC) Optical Fiber Communications Conference and Exhibition (OFC), 2023. :1-3 Mar, 2023
- Subject
- Communication, Networking and Broadcast Technologies
Photonics and Electrooptics
Optical fibers
Reflectometry
Passive optical networks
Optical reflection
Time-domain analysis
Optical devices
Monitoring
- Language
We demonstrate a machine learning-based solution for optical time-domain reflectometry devices which can assist in the classification and monitoring of reflective events in a passive optical network.