Serial and parallel convolutional neural network schemes for NFDM signals

Abstract Two conceptual convolutional neural network (CNN) schemes are proposed, developed and analysed for directly decoding nonlinear frequency division multiplexing (NFDM) signals with hardware implementation taken into consideration. A serial network scheme with a small network size is designed...

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Bibliographic Details
Main Authors: Wen Qi Zhang, Terence H. Chan, Shahraam Afshar Vahid
Format: Article
Language:English
Published: Nature Portfolio 2022-05-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-12141-4