Nonlinear Interference Mitigation via Deep Neural Networks
Paper in 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
Author
Christian Häger
Chalmers, Electrical Engineering, Communication, Antennas and Optical Networks
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)
European Commission (EC) (EC/H2020/749798), 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