Sparse Identification for Nonlinear Optical Communication Systems: SINO Method

Mariia Sorokina, Stylianos Sygletos, Sergei Turitsyn

We introduce low complexity machine learning based approach for mitigating nonlinear impairments in optical fiber communications systems. The immense intricacy of the problem calls…