[HTML][HTML] Artificial intelligence (AI) methods in optical networks: A comprehensive survey

J Mata, I De Miguel, RJ Durán, N Merayo… - Optical switching and …, 2018 - Elsevier
Artificial intelligence (AI) is an extensive scientific discipline which enables computer
systems to solve problems by emulating complex biological processes such as learning …

[PDF][PDF] Artificial intelligence in computer networks

TA Jaber - Periodicals of Engineering and Natural Sciences …, 2022 - scholar.archive.org
Artificial Intelligence (AI) has been defined as a modern and intense scientific topic that
enables computerbased systems or embedded systems to divide and solve problems by …

QAM classification methods by SVM machine learning for improved optical interconnection

C Wang, J Du, G Chen, H Wang, L Sun, K Xu, B Liu… - Optics …, 2019 - Elsevier
High-order quadrature amplitude modulation (QAM) formats are very effective for increasing
the transmission capacity due to the highly increased spectral efficiency. However, the …

Quadrant multiplexing-based geometrically shaped four-dimensional modulation format for polarization multiplexed coherent optical communication system

X Yan, J Ma, J Liu, J Lu, X Zeng, M Luo - Optical Fiber Technology, 2023 - Elsevier
We present in detail the recently proposed novel geometric shaping four-dimensional (GS-
4D) modulation format based on quadrant multiplexing and evaluate the signal from various …

Data-defined naïve Bayes (DNB) based decision scheme for the nonlinear mitigation for OAM mode division multiplexed optical fiber communication

S Zhou, R Gao, Q Zhang, H Chang, X Xin, Y Zhao… - Optics …, 2021 - opg.optica.org
In this manuscript, a data-defined naïve Bayes (DNB)-based decision scheme for nonlinear
mitigation is presented for an orbital angular momentum (OAM) mode-division multiplexed …

Experimental demonstration of an indoor positioning system based on artificial neural network

B Lin, Q Guo, C Lin, X Tang, Z Zhou… - Optical …, 2019 - spiedigitallibrary.org
We propose a 2-D visible light positioning system based on the artificial neural network
(ANN), where the light-emitting diodes are grouped into blocks and the block coordinates …

Performance improvement of 64-QAM coherent optical communication system by optimizing symbol decision boundary based on support vector machine

W Chen, J Zhang, M Gao, G Shen - Optics Communications, 2018 - Elsevier
High-order modulation signals are suited for high-capacity communication systems because
of their high spectral efficiency, but they are more vulnerable to various impairments. For the …

Artificial intelligence, internet of things, and communication networks

G Singh, G Kaur - Artificial Intelligence to Solve Pervasive Internet of …, 2021 - Elsevier
Today's time is an era of digital revolution and information explosion that has given rise to
massive technological growth in every aspect of life. One such crucial digital transformation …

MZM nonlinear equalization by sinusoidal subcarrier modulation combined with LM-BP neural network

L Li, Z Wang - Optoelectronics Letters, 2024 - Springer
In order to mitigate the nonlinear effects of Mach-Zehnder modulator (MZM) on optical
transmission signals in intensity modulation and direct detection (IM-DD) systems, a …

[PDF][PDF] Trabajo Fin de Máster

ESM López - Trauma, 2014 - core.ac.uk
En los últimos años el término Big Data aparece a menudo asociado a una gran cantidad
de disciplinas, medicina, deporte, economía, aprendizaje, etc. Realmente,¿ sabemos que …