miscellaneous

Key projects

  • 2024 - 2028
    Development of AI-Native 6G Systems Orchestrating AI-Native Services
    MSIT, IITP, RS-2024-00398157
  • 2023 - 2026
    Research on scalable learning-based multi-UAV BS communication technologies for practical multi-UAV BS systems
    MSIT, NRF, RS-2023-00240191
  • 2021 - 2028
    Research on Ultra Reliable Aerial Network framework Supporting High-density Urban Air Mobility
    MSIT, IITP, 2021-0-02048
  • 2018 - 2022
    Development of Joint Electrical/Mechanical Drone Beamforming based on Target Detection and Precise Attitude Control
    MSIT, IITP, 2018-0-00958
    Demo · KAI paper award
  • 2026 - 2030
    AI-RAN Global Flagship Project
    MSIT, IITP, RS-2026-25525793
  • 2026-2028
    Development of Adaptive RAN/RIC Application Performance Guarantee
    MSIT, IITP, RS-2026-25523626
  • 2024 - 2028
    6G Cloud Research and Education Open Hub
    MSIT, IITP, RS-2024-00428780
  • 2024 - 2028
    Development of 5G-A vRAN Research Platform
    MSIT, IITP, RS-2024-00404972
  • 2019 - 2020
    Development of Artificial Intelligence Scanning Electron Microscope
    MOTIE, N/A, 20005526
    Demo · News article · Paper · Paper

Miscellaneous projects

  • 2021 - 2025
    Post MIMO system research for massive connectivity and new wireless spectrum
    MSIT, IITP, 2021-0-00161
  • 2015 - 2020
    Research on Near-Zero Latency Network for 5G Immersive Service
    MSIT, IITP, 2015-0-00278
  • 2017 - 2020
    Self-powered Miniature Nationwide Mobile Position Tracker System Technology
    MSIT, IITP, 2017-0-01635
  • 2023 - 2027
    Development of the Next-Generation Spectrum Monitoring Platform Based on Big-Data & AI Technology
    MSIT, IITP, RS-2023-00229541
  • 2017
    Development of ICT Core Technologies for Safe Unmanned Vehicles
    MSIT, IITP, 2017-0-00067

Domestic papers

  • JCCI
    Deep Learning-Based Interference Cancellation for OFDM ISAC
    Hyeonho Noh; Hyeonsu Lyu; Hyun Jong Yang
    Proc. 36th Joint Conf. Commun. Inf., April 2026
  • JCCI
    Towards Building a Ray-Tracing-Compatible Digital Twin Scene for Wireless-Aware Physical AI Systems
    Hyeonsu Lyu; Minwoo Kim; Sehyun Ryu; Hyun Jong Yang
    Proc. 36th Joint Conf. Commun. Inf., April 2026
  • KICS SC
    Secure Radio Resource and Routing Optimization in Multi-Hop Space-Air-Ground-Sea Integrated Networks
    Hyeonsu Lyu; Hyeonho Noh; Hyun Jong Yang
    Proc. KICS Summer Conf., June 2025
  • KICS SC
    On the Non-Iterative Optimization for Aerial Communications
    Hyeonsu Lyu; Hyun Jong Yang
    Proc. KICS Summer Conf., June 2024
  • J. KICS
    A Survey on High-Altitude Balloon UAVs for Vertical Heterogeneous Networks
    Hyeonsu Lyu; Hyun Jong Yang
    J. Korean Inst. Commun. Inf. Sci., 2024
  • KICS SC
    Stratolite: Breakthrough for UAV Communications
    Hyeonsu Lyu; Hyun Jong Yang
    Proc. KICS Summer Conf., June 2023; Best Paper Award
  • KICS WC
    Machine Unlearning: A Survey on Principles and Challenges
    Hyeonsu Lyu; Hyun Jong Yang
    Proc. KICS Winter Conf., February 2023
  • KICS FC
    Generalized Water-Filling Algorithm for Fast User Association and Resource Allocation
    Hyeonsu Lyu; Jonggyu Jang; Hyun Jong Yang
    Proc. KICS Fall Conf., November 2022
  • KICS SC
    Trajectory-Planning and Resource Allocation of UAV Base Station with User QoS Constraints
    Hyeonsu Lyu; Jonggyu Jang; Harim Lee; Hyun Jong Yang
    Proc. KICS Summer Conf., June 2022
  • KICS WC
    Designing Scalable Deep Q-Learning Using Fully Convolutional Network
    Sojeong Park; Hyeonsu Lyu; Hyun Jong Yang
    Proc. KICS Winter Conf., February 2022
  • KICS SC
    A Study on the Optimal Drone Hardware Component Selection Algorithm Maximizing Flight Time
    Hyeonsu Lyu; Harim Lee; Yeongjun Kim; Hyun Jong Yang
    Proc. KICS Summer Conf., June 2021
  • KICS WC
    A Study on Establishing Testbeds for Reinforcement Learning of Unmanned Aerial Vehicles
    Hyeonsu Lyu; Hyun Jong Yang
    Proc. KICS Winter Conf., February 2021

Intellectual properties

Patents

  • Filed
    Method and Device for Converting 3D Scenes
    Hyeonsu Lyu; Hyun Jong Yang
    KR 10-2026-0156534
  • Filed
    Apparatus and Method for Determining Whether There Is a Possibility of Personal Information Leakage by Generating a Restored Image Set Corresponding to the Training Dataset of an Artificial Intelligence Model
    Jonggyu Jang; Hyeonsu Lyu; Hyun Jong Yang
    KR 10-2024-0161882
  • Filed
    Apparatus and Method for Generating a Key Model for Restoring Encrypted Images to Protect Personal Information in a Cloud-Based Image Recognition Service
    Jonggyu Jang; Hyeonsu Lyu; Seong Jin Hwang; Hyun Jong Yang
    KR 10-2024-0163065
  • Filed
    Apparatus and Method for Unlearning an Artificial Intelligence Model
    Jungyeon Koh; Hyeonsu Lyu; Jonggyu Jang; Hyun Jong Yang
    KR 10-2024-0134631
  • Filed
    Electronic Device for Deriving Influence Function
    Hyeonsu Lyu; Jonggyu Jang; Sehyeon Ryu; Hyun Jong Yang
    KR 10-2024-0045157
  • Granted
    Autonomous Flight UAV and Method Controlling Thereof
    Myoung Hoon Lee; Jun Moon; Hyun Jong Yang; Hyeonsu Lyu
    KR 10-2021-0185112 · KR 10-2684376
  • Granted
    Tree-Search Based Trajectory Planning and Resource Management Method and Apparatus of Unmanned Aerial Vehicle Base Station
    Hyeonsu Lyu; Hyun Jong Yang; Jonggyu Jang
    KR 10-2022-0186323 · KR 10-2817343
  • Filed
    Multi-Agent Reinforcement Learning-Based Coverage Maximization Method for Fixed-Wing Base Stations
    Hyeonsu Lyu; SeongJin Hwang; Hyun Jong Yang
    KR 10-2022-0175220
  • Filed
    Generalized Fast Water-Filling Algorithm for User Association and Resource Allocation
    Hyeonsu Lyu; Hyun Jong Yang; Jonggyu Jang
    KR 10-2022-0172711
  • Granted
    Method and Apparatus for Downlink Communication of an eNB Using an Asymmetric Hidden AP in LTE-LAA and Wi-Fi Coexistence
    Hyun Jong Yang; Harim Lee; Hyeonsu Lyu
    KR 10-2019-0159620 · KR 10-2240690

Software registrations

  • Software
    다중 에이전트 강화학습 프로그램
    Hyeonsu Lyu
    C-2022-052119
  • Software
    무인항공기 기지국 트리 탐색 기반 경로 계획 및 자원 관리 기술을 위한 프로그램 코드
    Hyeonsu Lyu
    C-2022-036997
  • Software
    비례 공정성을 고려 드론 기지국의 최적 경로 설정 기법 시각화 프로그램
    Hyeonsu Lyu
    C-2021-046121
  • Software
    모터 고장 상황에서의 비상 착륙 학습 시뮬레이터
    Hyeonsu Lyu
    C-2020-043847
  • Software
    레이더를 이용한 능동형 타겟 감지 드론 통신 기지국 시뮬레이터
    Hyeonsu Lyu
    C-2018-037076
  • Software
    통신과 드론 제어가 통합된 시뮬레이터
    Hyeonsu Lyu
    C-2019-034510