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 …

Introduction to machine learning techniques: An optical communication's perspective

FN Khan, Q Fan, C Lu, APT Lau - Machine Learning for Future Fiber-Optic …, 2022 - Elsevier
Abstract Machine learning (ML) has revolutionized a number of science and engineering
disciplines over the past few years. It is also being considered as a new direction of …

[图书][B] Machine Learning for Future Fiber-Optic Communication Systems

APT Lau, FN Khan - 2022 - books.google.com
Machine Learning for Future Fiber-Optic Communication Systems provides a
comprehensive and in-depth treatment of machine learning concepts and techniques …

[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 …

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 …

Machine learning in multi-layer optical networks: why and how

RM Morais - 2020 Optical Fiber Communications Conference …, 2020 - ieeexplore.ieee.org
Machine Learning in Multi-Layer Optical Networks: Why and How Page 1 M1B.1.pdf OFC 2020
© OSA 2020 Abstract and bio Machine Learning in Multi-Layer Optical Networks: Why and How …

Tutorial: evolution of machine learning in optical access networks

E Wong, L Ruan, S Mondal - 2022 Optical Fiber …, 2022 - ieeexplore.ieee.org
Tutorial: Evolution of Machine Learning in Optical Access Networks Page 1 Tutorial: Evolution
of Machine Learning in Optical Access Networks Elaine Wong, +Lihua Ruan and *Sourav …

An optical communication's perspective on machine learning and its applications

FN Khan, Q Fan, C Lu, APT Lau - Journal of Lightwave …, 2019 - ieeexplore.ieee.org
Machine learning (ML) has disrupted a wide range of science and engineering disciplines in
recent years. ML applications in optical communications and networking are also gaining …

Impact of machine learning algorithms on WDM high-speed optical networks

S Rai, AK Garg - Proceedings of Second Doctoral Symposium on …, 2022 - Springer
This paper focuses on comparing the various machine learning (ML) algorithms that can be
applicable in wavelength division multiplexing (WDM) optical networks to provide better …