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An autoencoder-based solution for IQ constellation analysis

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AE for IQ constellation analysis.pdf (800,4Kb)
 
10.1109/ECOC52684.2021.9606175
 
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hdl:2117/361753

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Ruiz Ramírez, MarcMés informacióMés informacióMés informació
Morales López, JavierMés informacióMés informació
Sequeira, Diogo Gonçalo
Velasco Esteban, Luis DomingoMés informacióMés informacióMés informació
Document typeConference report
Defense date2021
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
Rights accessOpen Access
All rights reserved. This work is protected by the corresponding intellectual and industrial property rights. Without prejudice to any existing legal exemptions, reproduction, distribution, public communication or transformation of this work are prohibited without permission of the copyright holder
ProjectREAL-NET - REAL-time monitoring and mitigation of nonlinear effects in optical NETworks (EC-H2020-813144)
COGNITIVE 5G APPLICATION-AWARE OPTICAL METRO NETWORKS INTEGRATING MONITORING, DATA ANALYTICS AND OPTIMIZATION (AEI-TEC2017-90097-R)
Abstract
A method for IQ constellation analysis based on Autoencoders is proposed. Exhaustive numerical results show accurate physical metric prediction and large data compression, while providing useful model explainability.
Dataset  https://doi.org/10.34810/data146
CitationRuiz, M. [et al.]. An autoencoder-based solution for IQ constellation analysis. A: European Conference on Optical Communication. "European Conference on Optical Communication, ECOC 2021: Bordeaux, France, September 13-16, 2021". Institute of Electrical and Electronics Engineers (IEEE), 2021, p. 1-4. ISBN 978-1-6654-3868-1. DOI 10.1109/ECOC52684.2021.9606175. 
URIhttp://hdl.handle.net/2117/361753
DOI10.1109/ECOC52684.2021.9606175
ISBN978-1-6654-3868-1
Publisher versionhttps://ieeexplore.ieee.org/document/9606175
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