Nonlinear Interference Mitigation via Deep Neural Networks
Paper i proceeding, 2018

A neural-network-based approach is presented to efficiently implement digital backpropagation (DBP). For a 32x100km fiber-optic link, the resulting "learned" DBP significantly reduces the complexity compared to conventional DBP implementations.

Optical fibers

Optical fiber communication

Författare

Christian Häger

Chalmers, Elektroteknik, Kommunikation, Antenner och Optiska Nätverk

Henry D. Pfister

Duke University

2018 Optical Fiber Communications Conference and Exposition, OFC 2018 - Proceedings

1-3 137175
978-194358038-5 (ISBN)

Coding for terabit-per-second fiber-optical communications (TERA)

Europeiska kommissionen (EU) (EC/H2020/749798), 2017-01-01 -- 2019-12-31.

Styrkeområden

Informations- och kommunikationsteknik

Ämneskategorier

Telekommunikation

Kommunikationssystem

DOI

10.1364/OFC.2018.W3A.4

ISBN

9781557528209

Mer information

Senast uppdaterat

2023-08-11