Publications (Link: Google Scholar)

International Journal Papers

** Published / Accepted

To appear / Accepted


2024


2023


2022


2021


2020


2019 and Before


** Submitted / Under Revision / In Preparation

* Seungmin Lee and Taewon Ban, and Howon Lee, "Network-Wide Energy Efficiency Maximization in UAV-Aided IoT Networks: Quasi-Distributed Deep Reinforcement Learning Approach," IEEE Internet of Things Journal (reivsed & resubmitted) - JCR Top 3%

* Jimin Jeon, Junseung Lee, Taewook Kim, Jaeha Ahn, Min Lee, Youngbin You, Heejung Yu, and Howon Lee, "HyPE: Online Hybrid Pseudo-Bayesian Estimation Method for S-ALOHA-Based Tactical FANETs," IEEE Access (revised & resubmitted)

* Yerin Lee, Suhyeon Lim, Heejung Yu, Howon Lee, and Mohamed-Slim Alouini, "Distributed DDQN-Based Optimization of Aerial IAB Networks Enabled by Tethered UAVs," IEEE Transactions on Intelligent Transportation Systems (submitted) - JCR Top 3%

* Waqas Khalid, Alexandros-A. A. Boulogeorgos, Trinh Van Chien, Junse Lee, Howon Lee, and Heejung Yu, "Optimal Operation of Active RIS-Aided Wireless Powered Communications in IoT Networks," IEEE Internet of Things Journal (submitted) - JCR Top 3%

* Junseung Lee, Seung-Chan Lim, Hyungsub Kim, Jeehyeon Na, and Howon Lee, "Distributed DQN-Based Energy Efficiency Maximization for 5G NR-U and Wi-Fi Coexistence Environments," ICT Express (revised & resubmitted)

* Young Hoon Kim, Jae Ha Ahn, Youngbin You, Min Lee, Howon Lee, and Heejung Yu, "Optimization of Transmit Power and Clear Channel Assessment Threshold for Dense Wi-Fi Networks: A Distributed Reinforcement Learning Approach," Engineering Applications of Artificial Intelligence (submitted) - JCR Top 6%

* C. Lee, I. Bang, T. Kim, H. Lee, B. C. Jung, and S. H. Chae, "Multi-Agent Deep Reinforcement Learning Based Handover Strategy for LEO Satellite Networks," IEEE Wireless Communications Letters (submitted)

* Jimin Jeon, Heejung Yu, and Howon Lee, "Deep Reinforcement Learning for Laser-Charged Multi-UAV Wireless Networks," (in preparation IEEE Internet of Things Journal)

* Hayoung Seong, Ikkyun Kim, and Howon Lee, "Low-Complexity Multi-Agent Reinforcement Learning for Maximizing Robustness and Covertness in Wireless Covert Communications," (in preparation for IEEE Wireless Communications Letters)

* Yerin Lee, Bang Chul Jung, and Howon Lee, "Optimal Excess Width and Transmit Power Control based on Hierarchical Q-learning for Barrage Relay Networks," (in preparation for ...)

* Kakyeom Jeon, Bang Chul Jung, and Howon Lee, "Hierarchical DQN-Based Cooperative Jamming for UAV-Aided Tactical Wireless Networks," (in preparation for IEEE Access)

* Hyebin Cho, In-Ho Lee, and Howon Lee, "Transfer learning-aided DQN for Energy Efficiency Maximization in LEO Satellite Networks," (in preparation for ...)

* Kakyeom Jeon and Howon Lee, "Multi-agent Deep Reinforcement Learning for Integrated Access and Backhaul-Enabled Space-Air-Ground Integrated Networks," (in preparation)

* Ahrim Cho, Yerin Lee, Suhyeon Lim, and Howon Lee, "Multi-user Association Based Centralized Reinforcement Learning for Optimal Resource Allocation in 3D Cellular Networks," (in preparation)


Domestic Journal Papers


International Conference Papers


Domestic Conference Papers


Books / Book Chapters

1. Uichin Lee, Howon Lee, Bang Chul Jung, and Junhwa Song, "Emerging Ubiquitous Knowledge Services: From Mobile Sensing to Ubiquitous Crowdsourcing and Beyond," Knowledge Service Engineering Handbook, CRC, May 2012. 

2. Howon Lee, et al., "5G New Wave - Towards Future Societies in the 2020S," 5G Forum, Mar. 2015

3. Howon Lee, et al., "5G Service Roadmap 2022," 5G Forum, Mar. 2016 


Wordles