353 citations
- Christian-Albrechts-Universität zu KielDE12 papers
- Technical University of DenmarkDK5 papers
- Technical University of MunichDE4 papers
- Centre Tecnologic de Telecomunicacions de CatalunyaES2 papers
- Friedrich-Alexander-Universität Erlangen-NürnbergDE2 papers
- Mitsubishi Electric (United States)US2 papers
- Ørsted (Denmark)DK2 papers
- Vertilas (Germany)DE2 papers
- Consorzio Nazionale Interuniversitario per le TelecomunicazioniIT1 paper
- Deutsche Telekom (Germany)DE1 paper
- Deutsche Telekom (United Kingdom)GB1 paper
- Fraunhofer Institute for Telecommunications, Heinrich Hertz InstituteDE1 paper
15 papers · 1 filter
Degradation Prediction of Semiconductor Lasers using Conditional Variational Autoencoder
Khouloud Abdelli, Helmut Griesser, Christian Neumeyr +2
Semiconductor lasers have been rapidly evolving to meet the demands of next-generation optical networks. This imposes much more stringent requirements on the laser reliability, whi…
A Machine Learning-based Framework for Predictive Maintenance of Semiconductor Laser for Optical Communication
Khouloud Abdelli, Helmut Griesser, Stephan Pachnicke
Semiconductor lasers, one of the key components for optical communication systems, have been rapidly evolving to meet the requirements of next generation optical networks with resp…
Hollow-core fiber Characterization with Correlation-Optical Time Domain Reflectometry
Florian Azendorf, Bernhard Schmauss, Bo Shi +3
Using a Correlation-OTDR, we characterized the temperature-induced group delay variations of two nested antiresonant nodeless hollow core fibers. The temperature sensitivity of bot…
Reconfigurable Optical Networks with Self-Tunable Transceivers: Implementation Options and Control
Michael H. Eiselt
This paper reviews methods for autonomous tuning of optical transceivers, based on an overhead management channel between the modules on both sides of the link. Different implement…
Machine Learning-based Anomaly Detection in Optical Fiber Monitoring
Khouloud Abdelli, Joo Yeon Cho, Florian Azendorf +3
Secure and reliable data communication in optical networks is critical for high-speed Internet. However, optical fibers, serving as the data transmission medium providing connectiv…
Reflective Fiber Faults Detection and Characterization Using Long-Short-Term Memory
Khouloud Abdelli, Helmut Griesser, Peter Ehrle +2
To reduce operation-and-maintenance expenses (OPEX) and to ensure optical network survivability, optical network operators need to detect and diagnose faults in a timely manner and…