115 citations · 120 across the 3 of their papers we have counts for
3 papers
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…
Ripple Distribution for Nonlinear Fibre-Optic Channels
Mariia Sorokina, Stylianos Sygletos, Sergei Turitsyn
Since Shannon proved that Gaussian distribution is the optimum for a linear channel with additive white Gaussian noise and he calculated the corresponding channel capacity, it rema…
Shannon capacity of nonlinear regenerative channels
M. A. Sorokina, S. K. Turitsyn
We compute Shannon capacity of nonlinear channels with regenerative elements. Conditions are found under which capacity of such nonlinear channels is higher than the Shannon capaci…