Výsledky vyhledávání - "Pedro H. C. A. Souza"

Akademický článek

Low-complexity deep unfolded neural network receiver for MIMO systems based on the probability data association detector

Autor: Pedro H. C. de Souza, Luciano L. Mendes

Publikováno v: EURASIP Journal on Wireless Communications and Networking, Vol 2022, Iss 1, Pp 1-19 (2022)

Abstract The interest on applications where machine learning algorithms and communications are combined has been on a rising in recent years. Machine learning and neural networks are being advocated as a way of improving the performance of several fu

Externí odkaz: https://doaj.org/article/6e517a6981dd482e911f902b8a1a6dd7

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Akademický článek

Compressive Learning in Communication Systems: A Neural Network Receiver for Detecting Compressed Signals in OFDM Systems

Autor: Pedro H. C. De Souza, Luciano Leonel Mendes, Marwa Chafii

Publikováno v: IEEE Access, Vol 9, Pp 122397-122411 (2021)

Nowadays, the development of efficient communication system is necessary for future networks. Compressive sensing was proposed as a technique to save storage and energy by compressing signals using simple linear transformations. Although compressed s

Externí odkaz: https://doaj.org/article/9c205c5f21e94ee597966bcb8da66476

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