RT info:eu-repo/semantics/article
T1 Artificial intelligence (AI) methods in optical networks: A comprehensive survey
A1 Mata, Javier
A1 Miguel Jiménez, Ignacio de
A1 Durán Barroso, Ramón José
A1 Merayo Álvarez, Noemí
A1 Kumar Singh, Sandeep
A1 Jukan, Admela
A1 Chamania, Mohit
K1 Red óptica
K1 Inteligencia artificial
K1 Optical network
K1 Artificial intelligence
AB Artificial intelligence (AI) is an extensive scientific discipline which enables computer systems to solve problems by emulating complex biological processes such as learning, reasoning and self-correction. This paper presents a comprehensive review of the application of AI techniques for improving performance of optical communication systems and networks. The use of AI-based techniques is first studied in applications related to optical transmission, ranging from the characterization and operation of network components to performance monitoring, mitigation of nonlinearities, and quality of transmission estimation. Then, applications related to optical network control and management are also reviewed, including topics like optical network planning and operation in both transport and access networks. Finally, the paper also presents a summary of opportunities and challenges in optical networking where AI is expected to play a key role in the near future.
PB Elsevier
YR 2018
FD 2018
LK http://uvadoc.uva.es/handle/10324/33562
UL http://uvadoc.uva.es/handle/10324/33562
LA eng
NO Optical Switching and Networking, 2018,  Volume 28, Pages 43-57
NO Producción Científica
DS UVaDOC
RD 17-jul-2024