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, Kommunikations- och antennsystem, 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