1 citations · 1 across the 1 of their papers we have counts for
4 papers
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…
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…
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…
Deep Sensing: Cooperative Spectrum Sensing Based on Convolutional Neural Networks
Woongsup Lee, Minhoe Kim, Dong-Ho Cho
In this paper, we investigate cooperative spectrum sensing (CSS) in a cognitive radio network (CRN) where multiple secondary users (SUs) cooperate in order to detect a primary user…