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Ignacio de Miguel
Researcher at University of Valladolid
Publications - 83
Citations - 1110
Ignacio de Miguel is an academic researcher from University of Valladolid. The author has contributed to research in topics: Computer science & Network topology. The author has an hindex of 16, co-authored 64 publications receiving 905 citations. Previous affiliations of Ignacio de Miguel include University of Copenhagen.
Papers
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Journal ArticleDOI
Artificial intelligence (AI) methods in optical networks: A comprehensive survey
Javier Mata,Ignacio de Miguel,Ramón J. Durán,Noemí Merayo,Sandeep Singh,Admela Jukan,Mohit Chamania +6 more
TL;DR: A comprehensive review of the application of AI techniques for improving performance of optical communication systems and networks and a summary of opportunities and challenges in optical networking where AI is expected to play a key role in the near future.
Journal ArticleDOI
Artificial Intelligence (AI) Methods in Optical Networks: A Comprehensive Survey
Javier Mata,Ignacio de Miguel,Ramó n J. Durá n,Noemí Merayo,Sandeep Singh,Admela Jukan,Mohit Chamania +6 more
TL;DR: In this paper, a comprehensive review of the application of AI techniques for improving performance of optical communication systems and networks is presented, including topics like optical network planning and operation in both transport and access networks.
Journal ArticleDOI
Dynamic routing and wavelength assignment in optical networks by means of genetic algorithms
David Bisbal,Ignacio de Miguel,Fernando González,J. Blas,Juan Carlos Aguado,Patricia Fernández,Javier Nebreda Durán,Ramón J. Durán,Rubén M. Lorenzo,Evaristo J. Abril,Miguel López +10 more
TL;DR: A novel genetic algorithm for solving the dynamic routing and wavelength assignment (DRWA) problem in wavelength-routed optical networks obtains low call blocking probability and employs a very short computation time, and is capable of providing fairness among connections.
Journal ArticleDOI
Cognitive dynamic optical networks [invited]
Ignacio de Miguel,Ramón J. Durán,Tamara Jiménez,Natalia Fernandez,Juan Carlos Aguado,Rubén M. Lorenzo,Antonio Caballero,Idelfonso Tafur Monroy,Yabin Ye,Andrzej Tymecki,Ioannis Tomkos,M. Angelou,Dimitrios Klonidis,Antonio Francescon,Domenico Siracusa,Elio Salvadori +15 more
TL;DR: The fundamentals of cognitive networks are reviewed and several applications, mainly developed in the framework of the EU FP7 Cognitive Heterogeneous Reconfigurable Optical Network (CHRON) project, are described.
Proceedings ArticleDOI
Optimization of the knowledge base of a cognitive quality of transmission estimator for core optical networks
Tamara Jiménez,Juan Carlos Aguado,Ignacio de Miguel,Ramón J. Durán,D. Sanchez,M. Angelou,Noemí Merayo,Patricia Fernández,Natalia Fernandez,Rubén M. Lorenzo,Ioannis Tomkos,Evaristo J. Abril +11 more
TL;DR: A cognitive Quality of Transmission estimator for classifying lightpaths into high or low quality categories in impairment-aware wavelength-routed optical networks is proposed, based on Case-Based Reasoning, an artificial intelligence technique which solves new problems by exploiting previous experiences.