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Conferences > OECC > 2021 > T2B > T2B.3

Neural-network-based Generalized Filter for Inter-channel Nonlinear Compensation in Long-haul Optical Transmission

Zhiyuan Yang, Yiwen Wu, Hexun Jiang, Mengfan Fu, Lilin Yi, Weisheng Hu, and Qunbi Zhuge

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Abstract

We propose a modified generalized filter to compensate the inter-channel nonlinearity, which use neural network to optimize weights of window function. The modified scheme achieves 0.46-dB Q-factor gain for 51-channels WDM system after 800-km transmission.

© 2021 The Author(s)

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