Search Results for author: Woongsup Lee

Found 2 papers, 0 papers with code

Deep Learning-based Resource Allocation For Device-to-Device Communication

no code implementations25 Nov 2020 Woongsup Lee, Robert Schober

Moreover, our results show that not only the resource allocation strategy but also the CSI encoding strategy can be efficiently determined using a DNN.

Application of End-to-End Deep Learning in Wireless Communications Systems

no code implementations7 Aug 2018 Woongsup Lee, Ohyun Jo, Minhoe Kim

In this article, we present a basic concept of the deep learning and its application to WCS by investigating the resource allocation (RA) scheme based on a deep neural network (DNN) where multiple goals with various constraints can be satisfied through the end-to-end deep learning.

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