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Conferences > IPRSN > 2018 > JTu5A > JTu5A.48

Advanced Methods to Mitigate Fiber Nonlinearies Using Neural Networks and Probabilistic Shaping

O.S. Sidelnikov, A.S. Skidin, S. Sygletos, and M.P. Fedoruk

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Abstract

We propose a combined approach to mitigate nonlinear fiber effects based on both the probabilistic shaping and static neural networks. We show that such combination can expand the system reach by 25-35%.

© 2018 The Author(s)

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