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2020 IEEE Colombian Conference on Communications and Computing, COLCOM 2020 - Proceedings(1)
2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021(1)
2022 IEEE International Conference on Automation/25th Congress of the Chilean Association of Automatic Control: For the Development of Sustainable Agricultural Systems, ICA-ACCA 2022(1)
Communications in Computer and Information Science(1)
European Signal Processing Conference(1)
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Comparative Analysis of Cooperative Routing Protocols in Cognitive Radio Networks
Conference ObjectAbstract: In this work, we investigate and compare cooperative routing protocols for channel selection purposePalabras claves:Channel Selection Scheme for Cooperative Routing Protocols, Cognitive Radio Network, Cooperative routing protocols, Multi-channel MAC protocol, Multi-channel schemeAutores:Carlos Saavedra, José Rodrigues Freire Filho, Milton Román-Cañizáres, Pablo Palacios Játiva, Zabala-Blanco D.Fuentes:scopusAnalysis of Spectrum Detection and Decision Using Machine Learning Algorithms in Cognitive Mobile Radio Networks
Conference ObjectAbstract: In this work, the performance of four Machine Learning Algorithms (MLAs) applied to Cognitive MobilePalabras claves:Coalition game theory (CGT), Cognitive mobile radio networks (CMRNs), Decision tree (DT), Machine learning algorithms (MLAs), Naive bayesian classifier (NBC), support vector machine (SVM)Autores:Azurdia-Meza C.A., Iván Sánchez, Milton Román-Cañizáres, Pablo Palacios Játiva, Zabala-Blanco D.Fuentes:scopusAll-optical Routers Modeled through the Matrix Method with NVidia CUDA Development Framework
Conference ObjectAbstract: Optical packet switching (OPS) is a promising technology in order to satisfy the ever-increasing neePalabras claves:Compute unified device architecture, optical packet switching, serial and parallel computation, wavelength division multiplexingAutores:Azurdia-Meza C.A., Firoozabadi A.D., Pablo Palacios Játiva, Zabala-Blanco D.Fuentes:scopusExtreme Learning Machine-Based Receiver for Multi-User Massive MIMO Systems
ArticleAbstract: An extreme learning machine (ELM)-based receiver for multi-user massive MIMO systems is introduced.Palabras claves:5G and beyond, elm, massive MIMO, OFDMAutores:Azurdia-Meza C.A., Diego Fernando Carrera, Vargas-Rosales C., Zabala-Blanco D.Fuentes:scopusFingerprint Classification with the Extreme Learning Machine Algorithm for Multilayer Perceptron
Conference ObjectAbstract: Fingerprint classification comes to be a relevant guarantee for efficient as well as accurate fingerPalabras claves:Biometrics, classification, Extreme learning machine, Fingerprint, Multilayer PerceptronAutores:Hernandez-Garcia R., Marco Javier Flores-Calero, Mora M., Quinteros A., Zabala-Blanco D.Fuentes:googlescopusMulti-classification of cardiac arrhythmias using a neural network and the MyRio-1900 card
ArticleAbstract: Cardiovascular diseases (CVD), and particularly cardia arrhythmias, have become one of the main causPalabras claves:ANN, arrhythmia, eCG, EMD, Fast-ICA, Fpga, MYRIO, PCaAutores:Alberto Albuja, Leppe B., Marco Javier Flores-Calero, Marco V. Gualsaquí, Pilla M., Zabala-Blanco D.Fuentes:scopusNovel Multilayer Extreme Learning Machine as a Massive MIMO Receiver for Millimeter Wave Communications
ArticleAbstract: Wireless communication systems working in millimeter-wave (mmWave) frequency bands offer higher bandPalabras claves:5G NR, BEAMFORMING, Machine learning, massive MIMO, Millimeter wave, Multilayer ELMAutores:Azurdia-Meza C.A., Diego Fernando Carrera, Firoozabadi A.D., Marey M., Noe M. Yungaicela-Naula, Vargas-Rosales C., Zabala-Blanco D.Fuentes:scopusImproved Double-jump 2 Pulse to Compensate Frequency Offset in MQAM-OFDM Systems
Conference ObjectAbstract: Orthogonal frequency division multiplexing (OFDM) is severely affected by the frequency offset becauPalabras claves:frequency offset, intercarrier interference, Nyquist-I pulses, Orthogonal frequency division multiplexingAutores:Azurdia-Meza C.A., Pablo Palacios Játiva, Zabala-Blanco D.Fuentes:scopusWireless OFDM links with equalizers based on extreme learning machines
Conference ObjectAbstract: Technologies used in wireless access telecommunications networks, particularly those of mobile telepPalabras claves:Extreme learning machine (ELM), Orthogonal Frequency Division Multiplexing (OFDM), pilot assisted equalization (PAE), Rayleigh channelAutores:Breslin R.D., Firoozabadi A.D., Marco Javier Flores-Calero, Pablo Palacios Játiva, Rivelli Malco J.P., 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