Potential deep learning approaches for the physical layer

Abstract. Deep learning based end-to-end learning of a communications system tries to optimize both transmitter and receiver blocks in a single process in an end-to-end manner, eliminating the need for artificial block structure of the conventional communications systems. Recently proposed concept o...

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Bibliographic Details
Main Author: Rajapakshage, N. (Nuwanthika)
Format: Dissertation
Language:English
Published: University of Oulu 2019
Online Access:http://jultika.oulu.fi/Record/nbnfioulu-201908142760