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Proceedings - 2021 IEEE Latin-American Conference on Communications, LATINCOM 2021(2)
IFIP Advances in Information and Communication Technology(1)
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Chaotic time series for copper’s price forecast: neural networks and the discovery of knowledge for big data
Conference ObjectAbstract: We investigated the potential of Artificial Neural Networks (ANN), ANN to forecasts in chaotic seriePalabras claves:BIG DATA, Chaos theory, Copper price, neural network, Nonlinear systems, Time series forecastingAutores:Carrasco R., Fuentealba D., Fuertes G., Leonardo A. Banguera, Soto I., Vargas M.Fuentes:scopusA New COVID-19 Detection Method Based on CSK/QAM Visible Light Communication and Machine Learning
ArticleAbstract: This article proposes a novel method for detecting coronavirus disease 2019 (COVID-19) in an undergrPalabras claves:BER, covid-19, CSK, QAM, VlcAutores:Alavia W., Azurdia-Meza C.A., Becerra R., García V., Ijaz M., Pablo Palacios Játiva, Soto I., Zabala-Blanco D., Zamorano-Illanes R.Fuentes:scopusExtreme Learning Machine Based Channel Estimator and Equalizer for Underground Mining VLC Systems
Conference ObjectAbstract: Visible light communication (VLC) systems have numerous applications in harsh environments, such asPalabras claves:bit error rate (BER), Channel estimation, Extreme learning machine (ELM), underground mining, visible light communication (VLC)Autores:Azurdia-Meza C.A., Becerra R., Milton Román-Cañizáres, Pablo Palacios Játiva, Soto I., Zabala-Blanco D.Fuentes:scopusPhase-noise Compensation for QPSK-RoF-OFDM Signals with the Extreme Learning Machine Algorithm for Multilayer Perceptron
Conference ObjectAbstract: Radio-over-fiber orthogonal frequency division multiplexing (RoF-OFDM) technology is negatively affePalabras claves:Chromatic dispersion, Extreme learning machine (ELM), Laser phase noise, Orthogonal frequeny division multiplexing (OFDM), radio-over-fiber (RoF)Autores:Azurdia-Meza C.A., Firoozabadi A.D., Kamal S., Marco Javier Flores-Calero, Pablo Palacios Játiva, Soto I., Zabala-Blanco D.Fuentes:googlescopusRelaxation of the radio-frequency linewidth for coherent-optical orthogonal frequency-division multiplexing schemes by employing the improved extreme learning machine
ArticleAbstract: A coherent optical (CO) orthogonal frequency division multiplexing (OFDM) scheme gives a scalable anPalabras claves:Coherent detection, Extreme learning machine (ELM), Laser phase noise, Orthogonal Frequency Division Multiplexing (OFDM), Subcarrier modulation formatAutores:Azurdia-Meza C.A., Firoozabadi A.D., Mora M., Pablo Palacios Játiva, Soto I., Zabala-Blanco D.Fuentes:scopus