Research

Recent Research Topics

• • Machine Learning and Deep Learning

  • Machine Learning and Deep Learning for AI-IoT

  • Business Bigdata Analytics 

  • Deep Learning for Livestock Management and Health Care

  • Federated Learning

  • Solving Optimization Problems Using Deep Learning

  • Drone Delivery Optimization Using Deep Learning

  • Wireless Communications (IoT)

• • Resource Allocation

  • Scheduling

  • Mobility Management

  • Medium Access Control (MAC) and Network

  • Non-Terrestrial Networks (UAV and Satellite)

  • Network for Smart City

• • Smart Grid

• • Pricing and Demand-Response

  • Renewable Generation

  • Electric Vehicle

Projects

• • Development of demand response for smart grid considering practical characteristics of power systems (NRF)

  • Development of PS-LTE System and Terminal for National Public Safety Service (KRRI) 

  • Development of swine management model with animal-metric for livestock welfare (Rural Development Administration) 

  • Development of System Level Simulator for Interference Analysis Between In-building Femto Base Stations in Indoor Environment (KT Inc.)

  • Development of Fundamental Research on VCN/BDMA Convergence Network For Mobility Support Technology of Based on Wireless Backhaul (Samsung Electronics Inc.)

  • 5G Mobile Communication Systems Based on Beam Division Multiple Access and Relays with Group Cooperation (MKE)

  • Next-generation Tactical Military Communications Technology with High-speed Mobility (ETRI)

  • Unpowered, Low-power I/O devices, and Communications Technologies (MKE)

  • Development of Core Technologies and Tesbed for KAIST B4G System Based on Cognition and Autonomy (Samsung Electronics Inc.)

  • Development of Indoor WiBro System for Home and Enterprise (KT Inc.)

  • Speed/Channel/Media Adaptive Multi-hop FDD/TDD MIMO Cellular System, Multi-hop Transmission Technology for 4G and Wibro (Samsung Electronics Inc.)