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, Kommunikation, Antenner och Optiska Nätverk
Henry D. Pfister
Duke University
Proc. Optical Fiber Communication Conf. and Exposition (OFC)
1-3 137175
978-194358038-5 (ISBN)
Coding for terabit-per-second fiber-optical communications (TERA)
Europeiska kommissionen (EU) (EC/H2020/749798), 2017-01-01 -- 2019-12-31.
Styrkeområden
Informations- och kommunikationsteknik
Ämneskategorier
Telekommunikation
Kommunikationssystem
DOI
10.1364/OFC.2018.W3A.4
ISBN
9781557528209