D
Danish Rafique
Researcher at ADVA Optical Networking
Publications - 113
Citations - 2544
Danish Rafique is an academic researcher from ADVA Optical Networking. The author has contributed to research in topics: Quadrature amplitude modulation & Wavelength-division multiplexing. The author has an hindex of 24, co-authored 113 publications receiving 2205 citations. Previous affiliations of Danish Rafique include Polytechnic University of Catalonia & University College Cork.
Papers
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Journal ArticleDOI
Next generation sliceable bandwidth variable transponders
Nicola Sambo,Piero Castoldi,Antonio D'Errico,Emilio Riccardi,A. Pagano,Michela Svaluto Moreolo,Josep M. Fabrega,Danish Rafique,Antonio Napoli,Silvano Frigerio,Emilio Hugues Salas,Georgios Zervas,Markus Nolle,Johannes Karl Fischer,Andrew Lord,Juan Pedro Fernandez-Palacios Gimenez +15 more
TL;DR: This article reports the work on next generation transponders for optical networks carried out within the last few years, highlighting advantages, economics, and complexity.
Journal ArticleDOI
Machine learning for network automation: overview, architecture, and applications [Invited Tutorial]
Danish Rafique,Luis Velasco +1 more
TL;DR: This tutorial paper reviews several machine learning concepts tailored to the optical networking industry and discusses algorithm choices, data and model management strategies, and integration into existing network control and management tools.
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Compensation of intra-channel nonlinear fibre impairments using simplified digital back-propagation algorithm
Danish Rafique,Marco Mussolin,Marco Forzati,Jonas Martensson,Mohsan N. Chugtai,Andrew D. Ellis +5 more
TL;DR: A digital back-propagation simplification method is investigated to enable computationally-efficient digital nonlinearity compensation for a coherently-detected 112 Gb/s polarization multiplexed quadrature phase shifted keying transmission over a 1,600 km link with no inline compensation.
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Next generation elastic optical networks: The vision of the European research project IDEALIST
Antonio Napoli,Marc Bohn,Danish Rafique,Alexandros Stavdas,Nicola Sambo,Luca Poti,Markus Nolle,Johannes Karl Fischer,Emilio Riccardi,A. Pagano,Andrea Di Giglio,Michela Svaluto Moreolo,Josep M. Fabrega,Emilio Hugues-Salas,Georgios Zervas,Dimitra Simeonidou,Patricia Layec,Antonio D'Errico,Talha Rahman,Juan Pedro Fernandez-Palacios Gimenez +19 more
TL;DR: This work details the strategies adopted in the European research project IDEALIST to overcome the predicted data plane capacity crunch in optical networks and highlights the novelties stemming from the flex-grid concept.
Journal ArticleDOI
Impact of signal-ASE four-wave mixing on the effectiveness of digital back-propagation in 112 Gb/s PM-QPSK systems.
Danish Rafique,Andrew D. Ellis +1 more
TL;DR: A significant performance constraint is identified, originating from four-wave mixing between signals and amplified spontaneous emission noise which induces a linear increase in the standard deviation of the received field with signal power, and linear dependence on transmission distance.