Application of artificial intelligence techniques in optical networks

J Mata, I de Miguel, RJ Durán, N Merayo… - 2018 IEEE Photonics …, 2018 - ieeexplore.ieee.org
We provide an overview of artificial intelligence techniques and their use in optical
communication systems and networks with the aim of improving performance. Areas of …

Applications of machine-learning in optical communications and networks

FN Khan, Q Fan, APT Lau, C Lu - Next-Generation Optical …, 2020 - spiedigitallibrary.org
We discuss various applications of machine learning techniques in different aspects of
optical communications and networking including optical performance monitoring, fiber …

[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 …

IntelliFiber: Optical Network Optimization through Machine Learning Algorithms

AK Nayak, D Tiwari… - 2023 14th International …, 2023 - ieeexplore.ieee.org
The rapid evolution of the Internet and other communication systems has led to an explosion
of available services and technology, making communication networks increasingly …

Evolution towards smart optical networking: where artificial intelligence (AI) meets the world of photonics

A Jukan, M Chamania - Photonic Networks and Devices, 2017 - opg.optica.org
Evolution towards Smart Optical Networking: Where Artificial Intelligence (AI) meets the World
of Photonics Page 1 NeM2B.4.pdf Advanced Photonics Congress (IPR, Networks, NOMA, PS …

Summary: Workshop on machine learning for optical communication systems

J Gordon, A Battou, M Majurski, D Kilper… - Workshop on Machine …, 2020 - orbit.dtu.dk
Optical communication systems are expected to find use in new applications that require
more intelligent and automated functionality. Optical networks are needed to address the …

Performance monitoring techniques supporting cognitive optical networking

A Caballero, R Borkowski, D Zibar… - 2013 15th International …, 2013 - ieeexplore.ieee.org
High degree of heterogeneity of future optical networks, such as services with different
quality-of-transmission requirements, modulation formats and switching techniques, will …

[PDF][PDF] Machine learning methods for optical communications

MU Hadi - Trends Comput Sci Inf Technol, 2020 - pdfs.semanticscholar.org
Radio over Fiber (RoF) technology has been realized in different forms ranging from analog
to more complex forms [1-6]. The enhancement of capacity and wireless coverage has …

Computational intelligence in photonics technology and optical networks: A survey and future perspectives

C Riziotis, AV Vasilakos - Information Sciences, 2007 - Elsevier
The continuous growth of broadband communications, multimedia services and Internet is
absolutely related to the deployment and operation of optical networks. Despite optical …

Advances in optical communications and network technologies

Z Zhu, X Liu, MS Alouini - IEEE Communications Magazine, 2019 - ieeexplore.ieee.org
The four articles in this special section focus on advancements in optical communications
and network technologies. In 2019, optical communications and networking technologies …