27 citations · 39 across the 3 of their papers we have counts for
3 papers
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…
cs.NI2017★ 27 cited
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…