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 …

[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 …

AI and ML in Optical Networking

S Borse, M Choudhari - Available at SSRN 4679024, 2023 - papers.ssrn.com
Artificial intelligence (AI) encompasses a broad field of scientific study that allows computer
systems to tackle problems by imitating intricate biological processes such as learning …

Machine learning for intelligent optical networks: A comprehensive survey

R Gu, Z Yang, Y Ji - Journal of Network and Computer Applications, 2020 - Elsevier
With the rapid development of Internet and communication systems, both in the aspect of
services and technologies, communication networks have been suffering increasing …

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 …

Essentials of Intelligent Optical Network in 2030

CS Wang, A Rafel, L Velasco, S Xu - ieeexplore.ieee.org
This workshop will discuss on different topics towards intelligent optical networks in 2030.
Discussions will include requirements, optical networking technologies, gap analyses …

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 …

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 …

[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 …

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 …