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khouloud Abdelli

Branch Identification in Passive Optical Networks using Machine Learning

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Apr 01, 2023
khouloud Abdelli, Carsten Tropschug, Helmut Griesser, Sander Jansen, Stephan Pachnicke
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A machine learning approach for improving monitoring in passive optical networks with almost equidistant branches is proposed and experimentally validated. It achieves a high diagnostic accuracy of 98.7% and an event localization error of 0.5m

* Optical Fiber Communication Conference (OFC) 2023 
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