How Uncertainty on the Fiber Span Lengths Influences QoT Estimation Using Machine Learning

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 synthetic database for the France43 network.