Autoencoder-bank based design for adaptive channel-blind robust transmission

Abstract The idea of employing deep autoencoders (AEs) has been recently proposed to capture the end-to-end performance in the physical layer of communication systems. However, most of the current methods for applying AEs are developed based on the assumption that there exists an explicit channel mo...

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Bibliographic Details
Main Authors: Hossein Safi, Mohammad Akbari, Elaheh Vaezpour, Saeedeh Parsaeefard, Raed M Shubair
Format: Article
Language:English
Published: SpringerOpen 2021-03-01
Series:EURASIP Journal on Wireless Communications and Networking
Subjects:
Online Access:https://doi.org/10.1186/s13638-021-01929-z