Machine learning techniques in optical communication

D Zibar, M Piels, R Jones… - Journal of Lightwave …, 2015 - ieeexplore.ieee.org
… , “Machine learning techniques in optical communication,” presented at the European Conf.
Exhibition Optical Communication, … of machine learning methods to optical communication

[HTML][HTML] Advancing theoretical understanding and practical performance of signal processing for nonlinear optical communications through machine learning

Q Fan, G Zhou, T Gui, C Lu, APT Lau - Nature Communications, 2020 - nature.com
… This machine learning-inspired … machine learning can be a complementary tool to human
analytical thinking and help advance theoretical understandings in disciplines such as optics. …

[HTML][HTML] Artificial intelligence in optical communications: from machine learning to deep learning

D Wang, M Zhang - Frontiers in Communications and Networks, 2021 - frontiersin.org
… intelligence (AI) in optical communication, the evolution from … the progress of AI in optical
communication from ML to DL. … the contributions of DL to optical communication for both the …

Applications of machine-learning in optical communications and networks

FN Khan, Q Fan, APT Lau, C Lu - … Optical Communication …, 2020 - spiedigitallibrary.org
… of machine learning techniques in different aspects of optical communications and networking
including optical … design of optical communication systems. Recent works employing deep …

A survey on machine learning for optical communication [machine learning view]

MA Amirabadi - arXiv preprint arXiv:1909.05148, 2019 - arxiv.org
… to the emergence of Optical Communication (OC) systems… Machine Learning (ML), which
in recent years transformed to one of the most convenient ways for caring about communication

[HTML][HTML] Machine learning applications for short reach optical communication

Y Xie, Y Wang, S Kandeepan, K Wang - Photonics, 2022 - mdpi.com
… to determine whether an optical communication system is a … We use the short-reach to refer
to the communication system and … optical communications, in addition to broadband optical

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
… researchers in optical communications with a basic background in probability theory,
communication theory and standard DSP techniques used in fiber-optic communications such as …

Machine-learning-aided optical fiber communication system

X Pan, X Wang, B Tian, C Wang, H Zhang… - IEEE …, 2021 - ieeexplore.ieee.org
Machine learning also provides a new possible solution to achieve … in optical communications.
In this article, we introduce the application of machine learning in optical communication

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

APT Lau, FN Khan - 2022 - books.google.com
… important topics related to machine learning for fiber-optic communication systems, this …
popularity of machine learning (ML) concepts in modern optical communication networks and the …

[HTML][HTML] Photonic machine learning implementation for signal recovery in optical communications

A Argyris, J Bueno, I Fischer - Scientific reports, 2018 - nature.com
… Only lately, machine learning algorithms have been in the spotlight of the optical
communications community 40 . They are being considered for optical network monitoring and …