Projects

Current Projects 

• AI-Powered Cell-Free Ultra-Massive MIMO System on Open-RAN Architecture (주관)
  Sponsor: NRF Korea (한국연구재단)
  Period: 2023.06 - 2026.02 (2.75 yrs)
  PI: Prof. Seok-Hwan Park

• Development of Artificial Intelligence and Robot Technologies for Unmanned Farming (참여)
  Sponsor: NRF Korea (한국연구재단)
  Period: 2019.06 - 2025.02 (6 yrs)
  PI: Prof. Hyongsuk Kim

Completed Projects

• Deep Learning Based Optimization of Wireless Communication Strategy for Federated Machine Learning Over Large-Scale Cloud/Fog Networks (주관)
  Sponsor: NRF Korea (한국연구재단)
  Period: 2021.03 - 2024.02 (3 yrs)
  PI: Prof. Seok-Hwan Park

• Application of Graph Neural Networks to Scalable Beamforming Design With Respect to Network Size (위탁)
  Sponsor: ETRI (한국전자통신연구원)
  Period: 2022.04 - 2022.12 (9 mths)
  PI: Prof. Seok-Hwan Park
  Co-PI: Prof. Hoon Lee

• Deep Learning Based Cooperative Beamforming Design for Wireless Interference Management (위탁)
  Sponsor: ETRI (한국전자통신연구원)
  Period: 2021.03 - 2021.11 (9 mths)
  PI: Prof. Seok-Hwan Park
  Co-PI: Prof. Hoon Lee

• Inter-Layer and Inter-Tenant Joint Optimization of Hierarchical Fog RAN Systems With Spectrum Pooling (주관)
  Sponsor: NRF Korea (한국연구재단)
  Period: 2018.06 - 2021.05 (3 yrs)
  PI: Prof. Seok-Hwan Park

• Machine Learning Applied to Beamforming Optimization in Wireless Interference Networks (위탁)
  Sponsor: ETRI (한국전자통신연구원)
  Period: 2020.03 - 2020.11 (9 mths)
  PI: Prof. Seok-Hwan Park
  Co-PI: Prof. Hoon Lee

• Wireless Caching for Ultra-Dense Networks (위탁)
  Sponsor: ETRI (한국전자통신연구원)
  Period: 2018.08 - 2018.11 (4 mths)
  PI: Prof. Seok-Hwan Park

• Joint Design of Massive Millimeter-Wave Beamforming and Fronthaul Compression for Cloud Radio Access Networks (주관)
  Sponsor: NRF Korea (한국연구재단)
  Period: 2015.11 - 2018.10 (3 yrs)
  PI: Prof. Seok-Hwan Park

• Simultaneous Information and Power Transfer for Cloud Radio Access Networks (위탁)
  Sponsor: Korea University (고려대학교)
  Period: 2017.03 - 2018.02 (1 yr)
  PI: Prof. Seok-Hwan Park

• High-Throughput MIMO Transmission for the Uplink of Cloud Radio Access Networks (위탁)
  Sponsor: ETRI (한국전자통신연구원)
  Period: 2017.05 - 2017.11 (7 mths)
  PI: Prof. Seok-Hwan Park

• Research on Multiple-Antenna Techniques for Multi-hop Communication Networks in Disaster Relief Communication Systems (위탁)
  Sponsor: Korea University (고려대학교)
  Period: 2015.11 - 2016.10 (1 yr)
  PI: Prof. Seok-Hwan Park 

• Full-Duplex Communications Based on Massive MIMO for Next Generation Wireless Backhaul Systems (참여)
  Sponsor: IITP (정보통신기획평가원)
  Period: 2015.11 - 2016.04 (6 mths)
  PI: Prof. Inkyu Lee