27 citations · 43 across the 5 of their papers we have counts for
5 papers
LLM-Empowered Resource Allocation in Wireless Communications Systems
Woongsup Lee, Jeonghun Park
The recent success of large language models (LLMs) has spurred their application in various fields. In particular, there have been efforts to integrate LLMs into various aspects of…
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…