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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:scopusAchieving 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:scopus