Branch Identification in Passive Optical Networks using Machine Learning

khouloud Abdelli,Carsten Tropschug,Helmut Griesser,Sander Jansen,Stephan Pachnicke

Journal of Optical Communications and Networking（2023）

引用 4|浏览13

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摘要

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

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关键词

Passive optical networks,Optical network units,Monitoring,Optical sensors,Optical transmitters,Fault diagnosis,Computer architecture

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