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.

Författare

Christian Häger

Chalmers, Elektroteknik, Kommunikationssystem, informationsteori och antenner, Kommunikationssystem

Henry D. Pfister

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

Styrkeområden

Informations- och kommunikationsteknik

Ämneskategorier

Telekommunikation

Kommunikationssystem

Mer information

Senast uppdaterat

2018-09-12