홍송남 프로필 사진

홍송남

Hong, Song nam

공과대학

융합전자공학부

Scopus ORCID

연구분야

  • AI for Communications, 
  • Fast Learning for Hyperscale AI, 
  • Reinforcement Learning, 
  • 강화학습, 
  • 초거대 인공지능을 위한 초고속 학습 알고리즘, 
  • 통신시스템을 위한 인공지능 알고리즘

자료 필터

자료유형

발행연도

2008 ~ 2026
2008 2026

키워드

언어

전체 45건 중 11번부터 20번까지의 결과를 표시합니다.

2025
Article

Near-Field LoS/NLoS Channel Estimation for RIS-Aided MU-MIMO Systems: Piece-Wise Low-Rank Approximation Approach

  • 2025-06
  • IEEE Transactions on Wireless Communications
  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Article

Near-Field LoS Channel Estimation for RIS-Aided MU-MIMO Systems

  • 2025-05
  • 2025 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC
  • IEEE
Article

On Practical Robust Reinforcement Learning: Adjacent Uncertainty Set and Double-Agent Algorithm

  • 2025-04
  • IEEE Transactions on Neural Networks and Learning Systems
  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Article

Near-Field Channel Estimation for XL-RIS Assisted Multi-User XL-MIMO Systems: Hybrid Beamforming Architectures

  • 2025-03
  • IEEE Transactions on Communications
  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Article

Asymptotically Near-Optimal Hybrid Beamforming for mmWave IRS-Aided MIMO Systems

  • 2025-01
  • IEEE Transactions on Vehicular Technology
  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
2024
Article

Online Multikernel Learning Method via Online Biconvex Optimization

  • 2024-11
  • IEEE Transactions on Neural Networks and Learning Systems
  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Article

Hybrid Beamforming Optimization for mmWave IRS-Aided MIMO systems

  • 2024-10
  • IEEE Vehicular Technology Conference
  • Institute of Electrical and Electronics Engineers Inc.
Article

Low Complexity Precoder with Exploration for 1-bit MU-MISO: QAM constellations

  • Hong, Sungweon ; 
  • Park, Sungyeal ; 
  • Cho, Yunseong ; 
  • Hong, Songnam
  • 2024-09
  • 2024 IEEE 25TH INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS, SPAWC 2024
  • IEEE
Article

Efficient Multi-user Channel Estimation for RIS-aided mmWave Systems using Shared Channel Subspace

  • 2024-08
  • IEEE Transactions on Wireless Communications
  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Article

Analog Circuit Design Automation via Sequential RL Agents and gm/ID Methodology

  • 2024-07
  • IEEE Access
  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC