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2020 IEEE Colombian Conference on Communications and Computing, COLCOM 2020 - Proceedings(1)
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scopus(11)
Analysis 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:scopusA Theoretical Review of Modulation and Multiplexing Techniques in Light Fidelity
Conference ObjectAbstract: Light Fidelity (Li-Fi) is a complementary technology to the typical technologies based on Radio FreqPalabras claves:Demodulation techniques, Li-Fi, modulation techniques, Multiplexing, optical transmission channelAutores:Azurdia-Meza C.A., Firoozabadi A.D., Iván Sánchez, Pablo Palacios JátivaFuentes: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:scopusEvaluation of Opportunistic Access Strategies for Vehicular Networking over TVWS
Conference ObjectAbstract: In this work, we present a comparative study of two strategies for opportunistic vehicular access ovPalabras claves:Autores:Arteaga A., Azurdia-Meza C.A., Cespedes S., Pablo Palacios JátivaFuentes: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:scopusOn the performance of NOMA power control scheme in cognitive radio networks
Conference ObjectAbstract: In this paper, we studied the power allocation (PA) of Non-orthogonal multiple access (NOMA) for secPalabras claves:Cognitive Radio Networks (CRN), Non-Orthogonal Multiple Access (NOMA), Power Allocation (PA), Probability of non-detection (PnD), Spectral efficiencyAutores:Azurdia-Meza C.A., Mafra S.B., Milton Román-Cañizáres, Montejo-Sanchez S., Pablo Palacios JátivaFuentes: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:scopusRelaxation 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:scopusSVD detection analysis in cognitive mobile radio networks
Conference ObjectAbstract: In this work, the performance of the spectrum detection method known as singular value decompositionPalabras claves:Cognitive mobile radio networks, Probability of detection (P ) d, Singular Value Decomposition (SVD), Spectrum sensingAutores:Azurdia-Meza C.A., Castro A., Estevez C., Pablo Palacios JátivaFuentes:scopus