Documentos de Njoku J.N. | REDI

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Área de conocimiento: "Algoritmo"

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Computer Communications(1)

Área temáticas

Ciencias de la computación(2)

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Medios documentales, educativos, informativos; periodismo(1)

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Aprendizaje automático(2)

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End-to-end learning(1)

Gaussian process regression(1)

Machine learning(1)

Spectrum allocation(1)

BLER performance evaluation of an enhanced channel autoencoder

Abstract: The concept of using autoencoders (AEs) to represent wireless communication systems as an end-to-end

Palabras claves:

Autoencoder, deep learning, End-to-end learning, modulation, neural network, Wireless communications

Lim W., Manuel Eugenio Morocho-Cayamcela, Njoku J.N.

Pbkp_redicting target data rates for dynamic spectrum allocation using Gaussian process regression

Abstract: Issues in spectrum allocation between wireless network users have arisen due to the fast increase in

Palabras claves:

Gaussian process regression, Machine learning, Spectrum allocation, Target data rate

Caliwag A., Lim W., Manuel Eugenio Morocho-Cayamcela, Njoku J.N., Xiao P.