activity
20052024
most citedEnd-to-end Deep Learning of Optical Fiber Communications

429 citations · 2.1k across the 56 of their papers we have counts for

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Showing 2018Show all

8 papers · 1 filter

eess.SP2018★ 22 cited

Volterra-assisted Optical Phase Conjugation: a Hybrid Optical-Digital Scheme For Fiber Nonlinearity Compensation

Gabriel Saavedra, Gabriele Liga, Polina Bayvel

Mitigation of optical fiber nonlinearity is an active research field in the area of optical communications, due to the resulting marked improvement in transmission performance. Fol…

eess.SP2018★ 230 cited

A Closed-Form Approximation of the Gaussian Noise Model in the Presence of Inter-Channel Stimulated Raman Scattering

Daniel Semrau, Robert I. Killey, Polina Bayvel

An accurate, closed-form expression evaluating the nonlinear interference (NLI) power in coherent optical transmission systems in the presence of inter-channel stimulated Raman sca…

eess.SP2018★ 19 cited

The ISRS GN Model, an Efficient Tool in Modeling Ultra-Wideband Transmission in Point-to-Point and Network Scenarios

Daniel Semrau, Eric Sillekens, Robert I. Killey +1

An analytical model to estimate nonlinear performance in ultra-wideband optical transmission networks is presented. The model accurately accounts for inter-channel stimulated Raman…

eess.SP2018★ 68 cited

400 Gbps Dual-polarisation Non-linear Frequency-division Multiplexed Transmission with b-Modulation

Xianhe Yangzhang, Vahid Aref, Son T. Le +2

We demonstrate, for the first time, a b-modulated dual-polarisation NFDM transmission in simulation, achieving a record net data rate of 400 Gbps (SE of 7.2 bit/s/Hz) over 960 km.…

cs.IT2018★ 22 cited

Experimental Demonstration of Geometrically-Shaped Constellations Tailored to the Nonlinear Fibre Channel

E. Sillekens, D. Semrau, D. Lavery +2

A geometrically-shaped 256-QAM constellation, tailored to the nonlinear optical fibre channel, is experimentally demonstrated. The proposed constellation outperforms both uniform a…

eess.SP2018★ 7 cited

On the Impact of Fixed Point Hardware for Optical Fiber Nonlinearity Compensation Algorithms

Tom Sherborne, Benjamin Banks, Daniel Semrau +3

Nonlinearity mitigation using digital signal processing has been shown to increase the achievable data rates of optical fiber transmission links. One especially effective technique…

cs.IT2018★ 429 cited

End-to-end Deep Learning of Optical Fiber Communications

Boris Karanov, Mathieu Chagnon, Félix Thouin +5

In this paper, we implement an optical fiber communication system as an end-to-end deep neural network, including the complete chain of transmitter, channel model, and receiver. Th…

physics.app-ph2018★ 3 cited

120 Tbit/s Transmission over Single Mode Fibre using Continuous 91 nm Hybrid Raman-EDFA Amplification

Lidia Galdino, Adrian Edwards, Maria Ionescu +9

Hybrid distributed Raman-EDFA amplifiers, with a continuous 91 nm gain bandwidth, are used to enable a record single mode fibre transmission capacity of 120.0 Tbit/s using 312x35 G…