LGApr 1, 2023
Branch Identification in Passive Optical Networks using Machine Learningkhouloud Abdelli, Carsten Tropschug, Helmut Griesser et al.
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