A survey on machine learning schemes for fiber nonlinearity mitigation in radio over fiber system

V Jain, R Bhatia - Journal of Optical Communications, 2023 - degruyter.com
The fifth generation is the most recent generation of communication needed for high data
rates. High spectrum availability, low jitter, high reliability, minimal latency, and increased …

Review on nonlinearity effect in radio over fiber system and its mitigation

V Jain, R Bhatia - Journal of Optical Communications, 2024 - degruyter.com
Modern communication generation for high data rate requirement is fifth generation. The fifth
generation has many advantages like low delay, high spectrum availability, high reliability …

Meta-learning assisted source domain optimization for transfer learning based optical fiber nonlinear equalization

J Zhang, T Xu, T Jin, W Jiang, S Hu… - Journal of Lightwave …, 2022 - ieeexplore.ieee.org
Transfer learning (TL) has been demonstrated its feasibility on fast remodeling for fiber
nonlinearity equalization. It will be very efficient with fine-tuning rather than retraining when …

Performance analysis of WDM-SDM system with employing Phase-Conjugated twin waves technique

SS Radhi, JK Hmood, SW Harun - Materials Today: Proceedings, 2021 - Elsevier
In this paper, the phase conjugated twin waves (PCTWs) technique is proposed to reduce
the nonlinear phase noise in wavelength division multiplexing (WDM)-spatially division …

Influence of physical dimensions on efficiency of phase-conjugated twin waves technique in coherent optical communication systems

JK Hmood, SS Radhi - Optics Communications, 2018 - Elsevier
The potential of phase-conjugated twin waves (PCTWs) technique has increased interests in
optical communication systems due to its ability to mitigate the fiber nonlinearity. In this …

Nonlinear compensation for few-mode fiber MDM-WDM systems using probabilistic neural network

R Zhang, C Bai, W Bi, Q Qi, X Chi, F Yang, T Chen… - Optical Fiber …, 2024 - Elsevier
In this paper, we propose for the first time to apply probabilistic neural network (PNN) to fiber
nonlinear compensation (NLC) in a high-speed coherent optical communication system that …

Modulation instabilities in nonlinear two-core optical fibers with fourth order dispersion

JH Li, TT Sun, YQ Ma, YY Chen, ZL Cao, FL Xian… - Optik, 2020 - Elsevier
We study in detail the modulation instabilities (MIs) in nonlinear two-core optical fibers
(TCFs) in the presence of fourth-order dispersion (FOD) by considering the symmetric and …

Mitigation of nonlinear fiber distortion using optical phase conjugation for mode-division multiplexed transmission

K Zhang, G Gao, J Zhang, A Fei, M Cvijetic - Optical Fiber Technology, 2018 - Elsevier
We have investigated and proposed the use of optical phase conjugation (OPC) technique
to mitigate the impact of fiber nonlinearities in mode-division multiplexed transmission …

Modeling four-wave mixing noises for any signal constellation in twin-wave-based coherent OFDM system

J Du, C Wang, T Miao - Optik, 2021 - Elsevier
Semi-analytic models of four-wave-mixing (FWM) noise for any possible signal constellation,
called as general FWM models, are derived in this paper for coherent orthogonal frequency …

Minimizing modes interaction based on time interleaving method in mode division multiplexing systems

EK Hamed, JK Hmood, MA Munshid - Optics Communications, 2021 - Elsevier
Efforts for higher transmission capacity have a significant attention in mode division
multiplexing (MDM) systems. However, modes interaction is the main issue that degrades …