Review on nonlinearity effect in radio over fiber system and its mitigation
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 …
generation has many advantages like low delay, high spectrum availability, high reliability …
Modulation format dependence of digital nonlinearity compensation performance in optical fibre communication systems
The relationship between modulation format and the performance of multi-channel digital
back-propagation (MC-DBP) in ideal Nyquist-spaced optical communication systems is …
back-propagation (MC-DBP) in ideal Nyquist-spaced optical communication systems is …
Compensation of nonlinear impairments using inverse perturbation theory with reduced complexity
We propose a modification of the conventional perturbation-based approach of fiber
nonlinearity compensation that enables straight-forward implementation at the receiver and …
nonlinearity compensation that enables straight-forward implementation at the receiver and …
Artificial intelligence in computer networks
TA Jaber - Periodicals of Engineering and Natural Sciences, 2022 - pen.ius.edu.ba
Artificial Intelligence (AI) has been defined as a modern and intense scientific topic that
enables computer-based systems or embedded systems to divide and solve problems by …
enables computer-based systems or embedded systems to divide and solve problems by …
System impairment compensation in coherent optical communications by using a bio-inspired detector based on artificial neural network and genetic algorithm
A bio-inspired detector based on the artificial neural network (ANN) and genetic algorithm is
proposed in the context of a coherent optical transmission system. The ANN is designed to …
proposed in the context of a coherent optical transmission system. The ANN is designed to …
Transformer-based long distance fiber channel modeling for optical OFDM systems
N Zhang, H Yang, Z Niu, L Zheng… - Journal of Lightwave …, 2022 - ieeexplore.ieee.org
The fiber channel model plays an essential role in the simulation and design of optical fiber
communication systems. However, it is difficult for conventional model-driven modeling to …
communication systems. However, it is difficult for conventional model-driven modeling to …
A survey on machine learning schemes for fiber nonlinearity mitigation in radio over fiber system
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 …
rates. High spectrum availability, low jitter, high reliability, minimal latency, and increased …
Fiber nonlinearity and optical system performance
This chapter aims to provide a comprehensive picture of the impact of fiber nonlinear effects
on modern coherent wavelength division multiplexing (WDM) systems' performance. First …
on modern coherent wavelength division multiplexing (WDM) systems' performance. First …
Single-step digital backpropagation for nonlinearity mitigation
Nonlinearity mitigation based on the enhanced split-step Fourier method (ESSFM) for the
implementation of low-complexity digital backpropagation (DBP) is investigated and …
implementation of low-complexity digital backpropagation (DBP) is investigated and …
Imbalanced digital back-propagation for nonlinear optical fiber transmissions
In the canonical digital back-propagation (CDBP) of compensating for optical fiber
nonlinearity, the aim is to invert the nonlinear Schrödinger equation (NSE). Therefore, the …
nonlinearity, the aim is to invert the nonlinear Schrödinger equation (NSE). Therefore, the …