[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 …

An overview on application of machine learning techniques in optical networks

F Musumeci, C Rottondi, A Nag… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
Today's telecommunication networks have become sources of enormous amounts of widely
heterogeneous data. This information can be retrieved from network traffic traces, network …

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 …

Machine learning methods for optical communication systems and networks

FN Khan, Q Fan, C Lu, APT Lau - Optical fiber telecommunications VII, 2020 - Elsevier
Abstract Machine learning (ML) is being hailed as a new direction of innovation to transform
future optical communication systems. Signal processing paradigms based on ML are being …

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 …

Machine learning for optical fibre communication systems

J Nevin - 2023 - repository.cam.ac.uk
Global demand for internet traffic is growing at a rapid rate, driven by the adoption of new
technologies and increased demand from consumers. This continued growth is exerting …

[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 …

Recent Trends in Optical Communication, Challenges and Opportunities

S Kannadhasan, R Nagarajan - Modeling and Optimization of …, 2023 - Wiley Online Library
Virtually all technologies have experienced a digital transformation as a result of technical
advances in our daily lives and their convergence improvements in the communication …

Review on Optical Communication System Using Machine Learning

T Mishra, S Sahu, SS Sahoo - 2023 IEEE 3rd International …, 2023 - ieeexplore.ieee.org
It's feasible that today's telecommunications networks may benefit greatly from the use of
machine learning (ML) methods to contemporary optical communication systems. Since our …

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 …