Combining nonlinear Fourier transform and neural network-based processing in optical communications

O Kotlyar, M Pankratova, M Kamalian-Kopae… - Optics letters, 2020 - opg.optica.org
We propose a method to improve the performance of the nonlinear Fourier transform (NFT)-
based optical transmission system by applying the neural network post-processing of the …

Convolutional long short-term memory neural network equalizer for nonlinear Fourier transform-based optical transmission systems

O Kotlyar, M Kamalian-Kopae, M Pankratova… - Optics …, 2021 - opg.optica.org
We evaluate improvement in the performance of the optical transmission systems operating
with the continuous nonlinear Fourier spectrum by the artificial neural network equalisers …

Channel model and the achievable information rates of the optical nonlinear frequency division-multiplexed systems employing continuous b-modulation

S Derevyanko, M Balogun, O Aluf, D Shepelsky… - Optics …, 2021 - opg.optica.org
Following the rise in interest in transmission systems employing the nonlinear Fourier
transform (NFT) for the nonlinearity mitigation, we present the theoretical analysis of the …

Correlation-aided nonlinear spectrum detection

Q Zhang, FR Kschischang - Journal of Lightwave Technology, 2021 - opg.optica.org
It is shown that a higher spectral efficiency (SE) can be achieved in a narrow-bandwidth-
modulated NFDM subsystem than a moderate-bandwidth one. Exploiting the statistical …

Channel model for the dual-polarization b-modulated nonlinear frequency-division multiplexing optical transmission systems

SA Derevyanko, JE Prilepsky - Optics Express, 2023 - opg.optica.org
We consider optical transmission systems based on the nonlinear frequency division
multiplexing (NFDM) concept, ie, the systems employing the nonlinear Fourier transform …

Two-stage artificial neural network-based burst-subcarrier joint equalization in nonlinear frequency division multiplexing systems

X Chen, H Ming, C Li, G He, F Zhang - Optics Letters, 2021 - opg.optica.org
We propose an artificial neural network (ANN)-based scheme to improve the performance of
nonlinear frequency division multiplexing (NFDM) optical transmission systems in both time …

Multichannel nonreciprocal amplifications using cesium vapor

YD Hu, GQ Zhang - Physical Review A, 2023 - APS
Multichannel synchronous amplifications are an inevitable key problem in quantum
communication process, which can broaden the bandwidth of transmitted signals and …

Enhancing the spectral efficiency of nonlinear frequency division multiplexing systems via Hermite-Gaussian subcarriers

M Balogun, S Derevyanko - Journal of Lightwave Technology, 2022 - opg.optica.org
The nonlinear frequency division multiplexing (NFDM) is a promising concept in the field of
optical fiber communications. Based on a well established mathematical technique of the …

Experimental demonstration of nonlinear frequency division multiplexing transmission with neural network receiver

S Gaiarin, F Da Ros, N De Renzis… - Journal of Lightwave …, 2020 - ieeexplore.ieee.org
Nonlinear frequency division multiplexing (NFDM) communication systems that are based
on the nonlinear Fourier transform (NFT), have seen a rapid improvement in performance …

On optimally shaped signals for nonlinear frequency division multiplexed fiber systems

Y Chen, M Baniasadi, M Safari - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
An approximated channel model is proposed for direct signaling on the continuous spectrum
of a nonlinear frequency division multiplexed (NFDM) communication system, describing the …