Project
Current
"Space-layer intelligent communication network research laboratory (SICN Lab)," Korea Research Institute for Defence Technology Planning and Advancement (KRIT), Dec. 2022 - Nov. 2028
"Graph neural network-based decentralized cooperative localization framework for 6G mobile systems," National Research Foundation of Korea (NRF), Jun. 2021 - May 2026
"Intelligent 6G wireless access system," Information & Communications Technology Planning & Evaluation (IITP), Apr. 2021 - Dec. 2025
"5G RAN의 에너지 효율 제고를 위한 지능형 제어 방안 연구," ETRI 위탁과제, Jun. 2023 - Dec. 2024
Past
"Application of graph neural networks to scalable beamforming design with respect to network size," Electronics and Telecommunication Research Institute (ETRI), Apr. 2022 - Nov. 2022
"Deep autoencoder techniques for visible light communication networks with screens and optical cameras," National Research Foundation of Korea (NRF), Jun. 2019 - Feb. 2022.
"Deep learning-based cooperative beamforming design for wireless interference management," Electronics and Telecommunications Research Institute (ETRI), Mar. 2021 - Nov. 2021
"Deep learning-based green wireless communication systems," Pukyong National University, Jul. 2019 - Jun. 2020
"Machine learning methods for analysis and prediction of time-series traffic data," Electronics and Telecommunications Research Institute (ETRI), Mar. 2020 - Nov. 2020
"Machine learning applied to beamforming optimization in wireless interference networks," Electronics and Telecommunications Research Institute (ETRI), Mar. 2020 - Nov. 2020
"Machine learning-based mobile traffic prediction methods," Electronics and Telecommunications Research Institute (ETRI), May 2019 - Nov. 2019
"AI-based distributed optimization framework for wireless powered communication networks," Korea University, Mar. 2019 - Feb. 2020