124 citations · 360 across the 25 of their papers we have counts for
4 papers · 1 filter
Deep Learning-based Limited Feedback Designs for MIMO Systems
Jeonghyeon Jang, Hoon Lee, Sangwon Hwang +2
We study a deep learning (DL) based limited feedback methods for multi-antenna systems. Deep neural networks (DNNs) are introduced to replace an end-to-end limited feedback procedu…
A Deep Learning Approach to Universal Binary Visible Light Communication Transceiver
Hoon Lee, Tony Q. S. Quek, Sang Hyun Lee
This paper studies a deep learning (DL) framework for the design of binary modulated visible light communication (VLC) transceiver with universal dimming support. The dimming contr…
Simultaneous Wireless Information and Power Transfer for Decode-and-Forward Multi-Hop Relay Systems in Energy-Constrained IoT Networks
Derek Kwaku Pobi Asiedu, Hoon Lee, Kyoung-Jae Lee
This paper studies a multi-hop decode-and-forward (DF) simultaneous wireless information and power transfer (SWIPT) system where a source sends data to a destination with the aid o…
Deep Learning for Distributed Optimization: Applications to Wireless Resource Management
Hoon Lee, Sang Hyun Lee, Tony Q. S. Quek
This paper studies a deep learning (DL) framework to solve distributed non-convex constrained optimizations in wireless networks where multiple computing nodes, interconnected via…