27 citations · 43 across the 5 of their papers we have counts for
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cs.IT2020★ 1 cited
Deep Learning-based Resource Allocation For Device-to-Device Communication
Woongsup Lee, Robert Schober
In this paper, a deep learning (DL) framework for the optimization of the resource allocation in multi-channel cellular systems with device-to-device (D2D) communication is propose…
cs.IT2018★ 11 cited
Building Encoder and Decoder with Deep Neural Networks: On the Way to Reality
Minhoe Kim, Woonsup Lee, Jungmin Yoon +1
Deep learning has been a groundbreaking technology in various fields as well as in communications systems. In spite of the notable advancements of deep neural network (DNN) based t…
cs.IT2018★ 1 cited
Application of End-to-End Deep Learning in Wireless Communications Systems
Woongsup Lee, Ohyun Jo, Minhoe Kim
Deep learning is a potential paradigm changer for the design of wireless communications systems (WCS), from conventional handcrafted schemes based on sophisticated mathematical mod…