On the impact of fixed point hardware for optical fiber nonlinearity compensation algorithms

T Sherborne, B Banks, D Semrau, RI Killey… - Journal of Lightwave …, 2018 - opg.optica.org
Nonlinearity mitigation using digital signal processing has been shown to increase the
achievable data rates of optical fiber transmission links. One especially effective technique is …

Revisiting multi-step nonlinearity compensation with machine learning

C Häger, HD Pfister, RM Bütler, G Liga… - 45th European …, 2019 - ieeexplore.ieee.org
For the efficient compensation of fiber nonlinearity, one of the guiding principles appears to
be: fewer steps are better and more efficient. We challenge this assumption and show that …

Combining Optical and Digital Compensation: Neural Network-Based Channel Equalisers in Dispersion-Managed Communications Systems

K Nurlybayeva, M Kamalian-Kopae… - Journal of Lightwave …, 2024 - ieeexplore.ieee.org
Machine learning methods, including artificial neural networks, used for mitigation of
nonlinear transmission impairments in ultra-long-haul and long-haul unmanaged fibre-optic …

Meta-DSP: A Meta-Learning Approach for Data-Driven Nonlinear Compensation in High-Speed Optical Fiber Systems

X Xiao, Z Zhou, B Dong, D Ma, L Zhou… - arXiv preprint arXiv …, 2023 - arxiv.org
Non-linear effects in long-haul, high-speed optical fiber systems significantly hinder channel
capacity. While the Digital Backward Propagation algorithm (DBP) with adaptive filter (ADF) …

Machine learning in digital signal processing for optical transmission systems

M Schädler, R Olivier - 2022 - macau.uni-kiel.de
The future demand for digital information will exceed the capabilities of current optical
communication systems, which are approaching their limits due to component and fiber …

Span length and information rate optimisation in optical transmission systems using single-channel digital backpropagation

B Karanov, T Xu, NA Shevchenko, D Lavery… - Optics …, 2017 - opg.optica.org
The optimisation of span length when designing optical communication systems is important
from both performance and cost perspectives. In this paper, the optimisation of inter-amplifier …

Digital back-propagation optimization for high-baudrate single-channel optical fiber transmissions

NV Dien, LT Son, NV Tuan, HP Tien, NDN Vien… - Optics …, 2021 - Elsevier
For future high-speed transmission systems, increasing the symbol rate and modulation
format orders have been considered as a main direction to reduce the cost per bit. On the …

Nonlinearity-tolerant OSNR estimation method based on correlation function and statistical moments

Z Wang, A Yang, P Guo, Y Lu, Y Qiao - Optical Fiber Technology, 2017 - Elsevier
We propose a fiber nonlinearity-tolerant optical signal-to-noise ratio (OSNR) estimation
method for high speed long haul coherent optical fiber transmission system. The correlation …

Signal processing techniques for reducing the impact of fiber nonlinearities on system performance

JC Cartledge, AD Ellis, A Shiner… - Optical Fiber …, 2016 - opg.optica.org
Signal Processing Techniques for Reducing the Impact of Fiber Nonlinearities on System
Performance Page 1 Th4F.5.pdf OFC 2016 © OSA 2016 Signal Processing Techniques for …

Low-complexity and adaptive nonlinearity estimation module based on godard's error

L Jiang, L Yan, Z Chen, A Yi, Y Pan… - IEEE Photonics …, 2016 - ieeexplore.ieee.org
A low-complexity and adaptive nonlinearity estimation module is proposed and
experimentally demonstrated based on Godard's error and low-pass filter (LPF). The …