Nonlinear interference mitigation via deep neural networks

Conference Paper

A neural-network-based approach is presented to efficiently implement digital backpropagation (DBP). For a 32×100 km fiber-optic link, the resulting 'learned' DBP significantly reduces the complexity compared to conventional DBP implementations.

Duke Authors

Cited Authors

  • Hager, C; Pfister, HD

Published Date

  • June 13, 2018

Published In

  • 2018 Optical Fiber Communications Conference and Exposition, Ofc 2018 Proceedings

Start / End Page

  • 1 - 3

International Standard Book Number 13 (ISBN-13)

  • 9781943580385

Citation Source

  • Scopus