Nonlinear Interference Mitigation via Deep Neural Networks
Paper in proceedings, 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

Author

Christian Häger

Chalmers, Electrical Engineering, Communication and Antenna Systems, Communication Systems

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)

European Commission (Horizon 2020), 2017-01-01 -- 2019-12-31.

Areas of Advance

Information and Communication Technology

Subject Categories

Telecommunications

Communication Systems

DOI

10.1364/OFC.2018.W3A.4

ISBN

9781557528209

More information

Latest update

3/18/2019