Artificial intelligence (AI) is an extensive scientific discipline which enables computer
systems to solve problems by emulating complex biological processes such as learning …

For optical networks, routing and resource allocation which considerably determines the
resource efficiency and network capacity is one of the most important works. It has been …

Machine Learning (ML) based on supervised and unsupervised learning models has been
recently applied in the telecommunication field. However, such techniques rely on …

We propose a machine learning-based nonsymmetrical demodulation technique relying on
clustering to mitigate time-varying distortions derived from several impairments such as IQ …

We demonstrate accurate OSNR estimation using convolutional neural networks based on
the constellation image of a QAM signal. Simulation and experiment results demonstrate …

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 …

Este trabalho propõe e avalia o uso de técnicas de machine learning (ML) em sistemas de
curto alcance com ritmo binário superior a 200 Gb/s utilizando receptores Kramers-Kronig …

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 …

Optical wireless communication links with transmission and bandwidth properties vary the
same as that of conventional fiber links that can be installed at 1/10th of the cost of the latter …