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, Kommunikationssystem, informationsteori och antenner, Kommunikationssystem

Henry D. Pfister

Duke University

Proc. Optical Fiber Communication Conf. and Exposition (OFC)

1-3 137175

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

Europeiska kommissionen (Horisont 2020), 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

2019-03-18