In recent times, there has been a huge amount of work on utilizing deep learning (DL) to estimate the quality of transmission (QoT) in optical networks. This research depict a lightpath’s quality of ...

Unified probabilistic-to-decision framework. A complete theoretical pipeline is established from weighted co-association, through GMM-based probability estimation with ICL model selection, to adaptive ...