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
Showing cs.LGShow all
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cs.LG2023★ 23 cited
Faulty Branch Identification in Passive Optical Networks using Machine Learning
Khouloud Abdelli, Carsten Tropschug, Helmut Griesser +1
Passive optical networks (PONs) have become a promising broadband access network solution. To ensure a reliable transmission, and to meet service level agreements, PON systems have…
cs.LG2022★ 11 cited
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…
cs.LG2022★ 25 cited
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…