[HTML][HTML] Artificial intelligence (AI) methods in optical networks: A comprehensive survey
Artificial intelligence (AI) is an extensive scientific discipline which enables computer
systems to solve problems by emulating complex biological processes such as learning …
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 …
enables computerbased systems or embedded systems to divide and solve problems by …
QAM classification methods by SVM machine learning for improved optical interconnection
High-order quadrature amplitude modulation (QAM) formats are very effective for increasing
the transmission capacity due to the highly increased spectral efficiency. However, the …
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 …
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 …
mitigation is presented for an orbital angular momentum (OAM) mode-division multiplexed …
Experimental demonstration of an indoor positioning system based on artificial neural network
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 …
(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
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 …
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 …
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 …
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 …
de disciplinas, medicina, deporte, economía, aprendizaje, etc. Realmente,¿ sabemos que …