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Journals
Journal of Electrical Engineering
Volume 74 (2023): Issue 4 (August 2023)
Open Access
Modified gate activation functions of Bi-LSTM-based SC-FDMA channel equalization
Mohamed A. Mohamed
Mohamed A. Mohamed
,
Hassan A. Hassan
Hassan A. Hassan
,
Mohamed H. Essai
Mohamed H. Essai
,
Hamada Esmaiel
Hamada Esmaiel
,
Ahmed S. Mubarak
Ahmed S. Mubarak
and
Osama A. Omer
Osama A. Omer
| Aug 29, 2023
Journal of Electrical Engineering
Volume 74 (2023): Issue 4 (August 2023)
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Published Online:
Aug 29, 2023
Page range:
256 - 266
Received:
Mar 28, 2023
DOI:
https://doi.org/10.2478/jee-2023-0032
Keywords
artificial neural networks
,
activation functions
,
channel equalization
,
symbol detection
,
bidirectional long short-term memory
,
recurrent neural networks
© 2023 Mohamed A. Mohamed et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Mohamed A. Mohamed
Department of Electrical Engineering, Faculty of Engineering, Al-Azhar University
Egypt
Aswan Faculty of Engineering, Aswan University,
Egypt
Hassan A. Hassan
Department of Electrical Engineering, Faculty of Engineering, Al-Azhar University
Egypt
Aswan Faculty of Engineering, Aswan University,
Egypt
Mohamed H. Essai
Department of Electrical Engineering, Faculty of Engineering, Al-Azhar University
Egypt
Hamada Esmaiel
Aswan Faculty of Engineering, Aswan University,
Egypt
Ahmed S. Mubarak
Aswan Faculty of Engineering, Aswan University,
Egypt
Osama A. Omer
Aswan Faculty of Engineering, Aswan University,
Egypt