Enhancing latency performance through intelligent bandwidth allocation decisions: a survey and comparative study of machine learning techniques

L Ruan, MPI Dias, E Wong - Journal of Optical Communications and …, 2020 - opg.optica.org
Converged access networks consolidating 5G and beyond and fixed optical fiber access are
expected to support future latency-sensitive human-to-machine applications over the Tactile …

Spectral overlapping estimation based on machine learning for gridless Nyquist-wavelength division multiplexing systems

AE Pérez, NG González, JJG Torres - Optical Engineering, 2020 - spiedigitallibrary.org
We propose two methods based on machine learning algorithms to estimate the level of
spectral overlapping in a specific optical channel, without information of adjacent channels …

5 Intelligent Optical

RK Jeyachitra, S Manochandar… - … Networks: Research and …, 2024 - books.google.com
In the digital era, all day-to-day activities like education, business, medicine, entertainment,
shopping, consumer, finance, etc., are connected to Information and Communication …

Intelligent Optical Networks: Challenges, Opportunities, and Applications

RK Jeyachitra, S Manochandar, MP Doss - Intelligent Communication … - taylorfrancis.com
The rapid development of communication technologies and emerging network services
provokes data traffic in communication networks, where optical networks act as the …

Abrupt change fault, slow change fault and intermittent fault data oversampling technique for health evaluation of transmission equipment in electric power …

Q Zheng, H Zhou, X Gu, T Lin, Y Zhao… - Advanced Fiber …, 2024 - spiedigitallibrary.org
With the continuous expansion of electric power communication network scale, the
increasingly complex topology structure, the rapid growth of access terminals and …

A novel AI based optimization of node selection and information fusion in cooperative wireless networks

Y Gao, H Ao, W Zhou, S Hu, H Yu, Y Guo… - Intelligent Systems and …, 2020 - Springer
The increasing amount of mobile terminals has brought significant traffic load to base
stations, which will lead to data failure. Considering the increasing ability of mobile …

Algoritmos de machine learning para minimización de errores y caracterización de distorsiones en sistemas Nyquist-WDM

A Escobar Pérez - 2019 - bibliotecadigital.udea.edu.co
La necesidad de incrementar la velocidad de transmisión en los sistemas de
comunicaciones ópticas debido al aumento en la demanda de datos por parte de los …