Low Complexity Convolutional Neural Networks for Equalization in Optical Fiber Transmission
preprint
posted on 2023-01-10, 02:59 authored by Mohannad Abu-romoh, Nelson Costa, Antonio Napoli, João Pedro, Yves Jaouën, Mansoor YousefiA convolutional neural network is proposed to mitigate fiber transmission effects, achieving a five-fold reduction in trainable parameters compared to alternative equalizers, and 3.5 dB improvement in MSE compared to DBP with comparable complexity.
