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

O. S. S. Kumar, L. Lampe, S. Luo, Mrinmoy Jana, J. Mitra, Chuandong Li
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引用次数: 2

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.
深度神经网络辅助二阶微扰非线性补偿
本文提出了一种基于深度神经网络和二阶微扰理论的光纤非线性后补偿技术。与线性色散补偿相比,我们在1200公里处对32 Gbaud PDM-64-QAM实现了1 dB的q因子改善。
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