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Conferences > SPPCom > 2021 > SpF2E > SpF2E.2

Deep Neural Network Assisted Second-Order Perturbation-Based Nonlinearity Compensation

O. S. Sunish Kumar, Lutz Lampe, Shenghang Luo, Mrinmoy Jana, Jeebak Mitra, and Chuandong Li

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Abstract

We propose a fiber nonlinearity post-compensation technique using the DNN and the second-order perturbation theory. We achieve ∼ 1 dB Q-factor improvement for a 32 Gbaud PDM-64-QAM at 1200 km compared to the linear dispersion compensation.

© 2021 The Author(s)

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