How Uncertainty on the Fiber Span Lengths Influences QoT Estimation using Machine Learning in WDM Networks
08 March 2020
We investigate how a machine learning-based QoT estimator performs depending on different features selections, on homogeneity of the learned light paths and on uncertainty of their span lengths using artificial database for the France43 network.
