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Comparative Study of Artificial Neural Network Based Channel Equalization Methods for mmWave Communications
ArticleAbstract: In this paper, we compare two artificial neural networks (ANNs) approaches designed to perform channPalabras claves:5G and beyond, channel equalization, elm, mmWave communications, Multilayer Perceptron, OFDMAutores:Azpilicueta L., Diego Fernando Carrera, Noe M. Yungaicela-Naula, Vargas-Rosales C.Fuentes:scopusComparative study of channel estimators for massive MIMO 5G NR systems
ArticleAbstract: In this work, a comparative analysis is performed to study the bit error rate and error vector magniPalabras claves:Autores:Azpilicueta L., Diego Fernando Carrera, Galaviz-Aguilar J.A., Vargas-Rosales C.Fuentes:scopusA Method for Identifying Multiple RFID Tags in High Electromagnetic Interference Environments
ArticleAbstract: Radio frequency identification (RFID) plays an important role in warehouse management. UnfortunatelyPalabras claves:Binary codes, Computers, Electromagnetic interference, Protocols, RFID tagsAutores:Jonnatan Fernando Avilés-González, Smith N.R., Vargas-Rosales C.Fuentes:scopusA flexible SDN-based framework for slow-rate DDoS attack mitigation by using deep reinforcement learning
ArticleAbstract: Distributed Denial-of-Service (DDoS) attacks are difficult to mitigate with existing defense tools.Palabras claves:deep learning, Deep reinforcement learning, Intrusion detection system, mitigation, Slow rate DDoS, Software defined networkingAutores:Diego Fernando Carrera, Noe M. Yungaicela-Naula, Pérez-Díaz J.A., Vargas-Rosales C.Fuentes:scopusDeterministic propagation modeling for intelligent vehicle communication in smart cities
ArticleAbstract: The authors would like to acknowledge the support and collaboration of the Telecommunications and NePalabras claves:Autores:Aguirre E., Astrain J.J., Azpilicueta L., Celaya-Echarri M., Falcone F., Fausto Granda, Lopez-Iturri P., Medrano P., Vargas-Rosales C., Villandangos J.Fuentes:googlescopusAchieving the performance of the MMSE receiver with the maximum ratio combiner
ArticleAbstract: In this article, we propose a new pilot mapping method to jointly estimate the channel state informaPalabras claves:Autores:Azpilicueta L., Diego Fernando Carrera, Fausto Granda, Vargas-Rosales C.Fuentes:googlescopusExtreme 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: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:scopusOptimization and Design of Wireless Systems for the Implementation of Context Aware Scenarios in Railway Passenger Vehicles
ArticleAbstract: In this paper, intra-wagon wireless communication performance is analyzed, in order to account for iPalabras claves:3-D ray launching, Train passenger wagon, wireless sensor networks (WSN)Autores:Astrain J.J., Azpilicueta L., Bahillo A., Falcone F., Fausto Granda, Lopez-Iturri P., Perallos A., Vargas-Rosales C., Villandangos J.Fuentes:googlescopusIntegration of Wireless Sensor Networks in Intelligent Transportation Systems within Smart City Context
Conference ObjectAbstract: The use of Vehicular Ad Hoc Networks has been exponentially growing in the last few years. Because oPalabras claves:3D Ray Launching, urban infrastructure, V2I, V2V, wireless networksAutores:Aguirre E., Azpilicueta L., Falcone F., Fausto Granda, Lopez-Iturri P., Vargas-Rosales C.Fuentes:googlescopus