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