Hanbat National University
Preprints
Structure-Aware Affine Frequency Division Multiplexing with Residual Dispersion Calibration for Wideband Pinching-Antenna ISAC
Hyeonho Noh
In preparation
ISACAI-Wireless
Structure-Aware Affine Frequency Division Multiplexing with Residual Dispersion Calibration for Wideband Pinching-Antenna ISAC
Hyeonho Noh
In preparation
ISACAI-Wireless
Vision-Language Model Driven Beam Selection for Multi-RIS-Aided MU-MIMO ISAC Systems
Hyeonho Noh
In preparation
ISACAI-Wireless
Vision-Language Model Driven Beam Selection for Multi-RIS-Aided MU-MIMO ISAC Systems
Hyeonho Noh
In preparation
ISACAI-Wireless
Beamforming Optimization and Feedback Allocation for Multistatic Multi-User MIMO-OFDM ISAC Systems
Hyeonho Noh
To be submitted
ISACAI-Wireless
Beamforming Optimization and Feedback Allocation for Multistatic Multi-User MIMO-OFDM ISAC Systems
Hyeonho Noh
To be submitted
ISACAI-Wireless
Multimodal Large Language Model-guided Constrained Optimization for RAN Intelligent Control
Hyeonho Noh
Submitted to IEEE Journal on Selected Areas in Communications (JSAC)
6G-NetworkMLLMAI-Wireless
Multimodal Large Language Model-guided Constrained Optimization for RAN Intelligent Control
Hyeonho Noh
Submitted to IEEE Journal on Selected Areas in Communications (JSAC)
6G-NetworkMLLMAI-Wireless
LOAD: Load-Aware Dual-Price GNN Routing for Cross-Layer Secure Relay in Multi-Layer NTN
Hyeonsu Lyu, Hyeonho Noh, Hyun Jong Yang, Kaushik Chowdhury
Submitted to IEEE Transactions on Wireless Communications (TWC)
6G-NetworkAI-Wireless
LOAD: Load-Aware Dual-Price GNN Routing for Cross-Layer Secure Relay in Multi-Layer NTN
Hyeonsu Lyu, Hyeonho Noh, Hyun Jong Yang, Kaushik Chowdhury
Submitted to IEEE Transactions on Wireless Communications (TWC)
6G-NetworkAI-Wireless
MROP: Mask-Region Optimized Purification for Backdoor Defense in Deep JSCC
Seongkyu Yang, Hyeonho Noh, Hyun Jong Yang, Jonggyu Jang
Submitted to IEEE Transactions on Vehicular Technology (TVT)
AI-Wireless
MROP: Mask-Region Optimized Purification for Backdoor Defense in Deep JSCC
Seongkyu Yang, Hyeonho Noh, Hyun Jong Yang, Jonggyu Jang
Submitted to IEEE Transactions on Vehicular Technology (TVT)
AI-Wireless
IMNet: Intercarrier Interference Mitigation Network for Integrated Sensing and Communication in Spectrally Efficient FDM Systems
Hyeonho Noh
Submitted to IEEE Transactions on Wireless Communications (TWC)
ISACAI-Wireless
IMNet: Intercarrier Interference Mitigation Network for Integrated Sensing and Communication in Spectrally Efficient FDM Systems
Hyeonho Noh
Submitted to IEEE Transactions on Wireless Communications (TWC)
ISACAI-Wireless
Dispersion-aware Localization Network for Wideband OFDM Pinching-Antenna Integrated Sensing and Communication Systems
Hyeonho Noh, Hyun Jong Yang
Submitted to IEEE Transactions on Wireless Communications (TWC)
ISACAI-Wireless
Dispersion-aware Localization Network for Wideband OFDM Pinching-Antenna Integrated Sensing and Communication Systems
Hyeonho Noh, Hyun Jong Yang
Submitted to IEEE Transactions on Wireless Communications (TWC)
ISACAI-Wireless
α-Fair Multistatic ISAC Beamforming for Multi-User MIMO-OFDM Systems via Riemannian Optimization
Hyeonho Noh, Jonggyu Jang
Submitted to IEEE Transactions on Vehicular Technology (TVT)
ISAC
α-Fair Multistatic ISAC Beamforming for Multi-User MIMO-OFDM Systems via Riemannian Optimization
Hyeonho Noh, Jonggyu Jang
Submitted to IEEE Transactions on Vehicular Technology (TVT)
ISAC
2026
[J9] Group-wise Semantic Splitting Multiple Access for Multi-User Semantic Communication
Jungyeon Koh#, Hyeonho Noh#, Hyun Jong Yang (# equal contribution)
IEEE Wireless Communications Letters (WCL), accepted
AI-Wireless
[J9] Group-wise Semantic Splitting Multiple Access for Multi-User Semantic Communication
Jungyeon Koh#, Hyeonho Noh#, Hyun Jong Yang (# equal contribution)
IEEE Wireless Communications Letters (WCL), accepted
AI-Wireless
[J8] Multiple Active STAR-RIS-Assisted Secure Integrated Sensing and Communication via Cooperative Beamforming
Hyeonho Noh, Hyeonsu Lyu, Hyun Jong Yang
IEEE Internet of Things Journal (IoTJ), accepted
ISAC
[J8] Multiple Active STAR-RIS-Assisted Secure Integrated Sensing and Communication via Cooperative Beamforming
Hyeonho Noh, Hyeonsu Lyu, Hyun Jong Yang
IEEE Internet of Things Journal (IoTJ), accepted
ISAC
[J7] DCFNet: Doppler Correction Filter Network for Integrated Sensing and Communication in Multi-User MIMO-OFDM Systems
Hyeonho Noh, Hyeonsu Lyu, Moe Z. Win, Hyun Jong Yang
IEEE Transactions on Wireless Communications (TWC), doi: 10.1109/TWC.2026.3687605
ISACAI-Wireless
[J7] DCFNet: Doppler Correction Filter Network for Integrated Sensing and Communication in Multi-User MIMO-OFDM Systems
Hyeonho Noh, Hyeonsu Lyu, Moe Z. Win, Hyun Jong Yang
IEEE Transactions on Wireless Communications (TWC), doi: 10.1109/TWC.2026.3687605
ISACAI-Wireless
[J6] Robust Transmission of Punctured Text with Large Language Model-based Recovery
Sojeong Park, Hyeonho Noh, Hyun Jong Yang
IEEE Transactions on Vehicular Technology (TVT), vol. 75, no. 1, pp. 1737-1742, Jan. 2026
MLLMAI-Wireless
[J6] Robust Transmission of Punctured Text with Large Language Model-based Recovery
Sojeong Park, Hyeonho Noh, Hyun Jong Yang
IEEE Transactions on Vehicular Technology (TVT), vol. 75, no. 1, pp. 1737-1742, Jan. 2026
MLLMAI-Wireless
[J5] ALERT Open Dataset and Input-Size-Agnostic Vision Transformer for Driver Activity Recognition Using IR-UWB
Jeongjun Park, Sunwook Hwang, Hyeonho Noh, Jin Mo Yang, Hyun Jong Yang, Saewoong Bahk
IEEE Access, vol. 14, pp. 28654-28674, 2026
DL-Sensing
[J5] ALERT Open Dataset and Input-Size-Agnostic Vision Transformer for Driver Activity Recognition Using IR-UWB
Jeongjun Park, Sunwook Hwang, Hyeonho Noh, Jin Mo Yang, Hyun Jong Yang, Saewoong Bahk
IEEE Access, vol. 14, pp. 28654-28674, 2026
DL-Sensing
2025
[J4] Large Multimodal Model-Empowered Task-Oriented Autonomous Communications: Design Methodology and Implementation Challenges
Hyun Jong Yang, Hyunsoo Kim, Hyeonho Noh, Seungnyun Kim, Byonghyo Shim
IEEE Vehicular Technology Magazine (VTM), accepted
MLLMAI-Wireless
[J4] Large Multimodal Model-Empowered Task-Oriented Autonomous Communications: Design Methodology and Implementation Challenges
Hyun Jong Yang, Hyunsoo Kim, Hyeonho Noh, Seungnyun Kim, Byonghyo Shim
IEEE Vehicular Technology Magazine (VTM), accepted
MLLMAI-Wireless
[J3] Adaptive Resource Allocation Optimization Using Large Language Models in Dynamic Wireless Environments
Hyeonho Noh, Byonghyo Shim, Hyun Jong Yang
IEEE Transactions on Vehicular Technology (TVT), vol. 74, no. 10, pp. 16630-16635, Oct. 2025
MLLMAI-Wireless
[J3] Adaptive Resource Allocation Optimization Using Large Language Models in Dynamic Wireless Environments
Hyeonho Noh, Byonghyo Shim, Hyun Jong Yang
IEEE Transactions on Vehicular Technology (TVT), vol. 74, no. 10, pp. 16630-16635, Oct. 2025
MLLMAI-Wireless
2024
[J2] Joint Optimization on Uplink OFDMA and MU-MIMO for IEEE 802.11ax: Deep Hierarchical Reinforcement Learning Approach
Hyeonho Noh, Harim Lee, Hyun Jong Yang
IEEE Communications Letters (CL), vol. 28, no. 8, pp. 1800-1804, Aug. 2024
AI-Wireless
[J2] Joint Optimization on Uplink OFDMA and MU-MIMO for IEEE 802.11ax: Deep Hierarchical Reinforcement Learning Approach
Hyeonho Noh, Harim Lee, Hyun Jong Yang
IEEE Communications Letters (CL), vol. 28, no. 8, pp. 1800-1804, Aug. 2024
AI-Wireless
[C4] Deep Reinforcement Learning-based Resource Allocation and Mode Selection for Semantic Communication
Hyeonho Noh, Sojeong Park, Hyun Jong Yang
International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt)
AI-Wireless
[C4] Deep Reinforcement Learning-based Resource Allocation and Mode Selection for Semantic Communication
Hyeonho Noh, Sojeong Park, Hyun Jong Yang
International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt)
AI-Wireless
[C3] Leveraging Multiple PRF Radar for Target Detection and Sea Clutter Suppression with Deep Learning Network
Hyeonho Noh, Seong-Ryeol Park, Wonmin Cho, Kyung-Tae Kim, Hyun Jong Yang
Proc. International Conference on ICT Convergence (ICTC)
DL-Sensing
[C3] Leveraging Multiple PRF Radar for Target Detection and Sea Clutter Suppression with Deep Learning Network
Hyeonho Noh, Seong-Ryeol Park, Wonmin Cho, Kyung-Tae Kim, Hyun Jong Yang
Proc. International Conference on ICT Convergence (ICTC)
DL-Sensing
2023
[J1] ICI-Robust Transceiver Design for Integration of MIMO-OFDM Radar and MU-MIMO Communication
Hyeonho Noh, Harim Lee, Hyun Jong Yang
IEEE Transactions on Vehicular Technology (TVT), vol. 72, no. 1, pp. 821-838, Jan. 2023
ISAC
[J1] ICI-Robust Transceiver Design for Integration of MIMO-OFDM Radar and MU-MIMO Communication
Hyeonho Noh, Harim Lee, Hyun Jong Yang
IEEE Transactions on Vehicular Technology (TVT), vol. 72, no. 1, pp. 821-838, Jan. 2023
ISAC
Before 2023
[C2] Performance Analysis of Beamforming for Radar and Communications Coexisting Systems
Jungeun Lee, Hyeonho Noh, Hyun Jong Yang
Proc. International Conference on ICT Convergence (ICTC)
ISAC
[C2] Performance Analysis of Beamforming for Radar and Communications Coexisting Systems
Jungeun Lee, Hyeonho Noh, Hyun Jong Yang
Proc. International Conference on ICT Convergence (ICTC)
ISAC
[C1] Beam Synthesis under Feasible Scenarios for Radar and Communications Combined Systems
Hyeonho Noh, Jungeun Lee, Hyun Jong Yang
Proc. International Conference on ICT Convergence (ICTC)
ISAC
[C1] Beam Synthesis under Feasible Scenarios for Radar and Communications Combined Systems
Hyeonho Noh, Jungeun Lee, Hyun Jong Yang
Proc. International Conference on ICT Convergence (ICTC)
ISAC
Patents & Registered Software
- Hyun Jong Yang, Sojeong Park, and Hyeonho Noh, "텍스트 변환 장치 및 방법," KR 10-2024-0134973 (filed).
- Hyun Jong Yang, Hyeonho Noh, "무선 통신 시스템에서 상향링크 통신을 위한 강화학습 기반 사용자 선택 방법 및 장치," KR 10-2022-0083124
- Hyun Jong Yang, Harim Lee, Yeongjun Kim, Hyeonho Noh, "비동기적으로 수신된 OFDM 신호 검파 방법 및 장치," KR 10-2021-0186361
- Hyun Jong Yang and Hyeonho Noh, "레이더-통신 결합 시스템을 위한 송수신 빔포밍 방법 및 장치," KR 10-2021-0186361
- Hyun Jong Yang and Hyeonho Noh, "레이더-통신 결합 시스템의 신호 생성 방법," KR 10-2020-0010653 (filed)
- Hyeonsu Lyu, Hyun Jong Yang, Hyeonho Noh, and Jonggyu Jang, "통신과 드론 제어가 통합된 시뮬레이터," C-2019-034510 (Software)
- Hyun Jong Yang, Jonggyu Jang, Harim Lee, Yeongjun Kim, Hyeonho Noh, Jungeun Lee, and Hyeonsu Lyu, "레이더를 이용한 능동형 타겟 감지 드론 통신 기지국 시뮬레이터," C-2018-037076 (Software)
Domestic Papers
- 박진형, 신동희, 조준용, 노현호, "이중 경로 및 적응형 주파수 게이팅 기반 대규모 MIMO CSI 피드백 압축 기법," 한국통신학회 하계종합학술발표회, 6월 2026.
- Hyeonho Noh, Hyeonsu Lyu, and Hyun Jong Yang, "딥러닝 기반 OFDM ISAC 간섭 제거," 한국통신학회 통신정보 합동학술대회, 4월 2026.
- Hyeonho Noh, Jungyeon Koh, and Hyun Jong Yang, "Semantic Multiplexing for Multi-User Image Transmission," 한국통신학회 추계종합학술발표회, 11월 2025.
- Hyeonsu Lyu, Hyeonho Noh, Hyun Jong Yang, "Secure Radio Resource and Routing Optimization in Multi-Hop Space-Air-Ground-Sea Integrated Networks," 한국통신학회 하계종합학술발표회, 6월 2025.
- Hyeonho Noh, Hyun Jong Yang, "디지털 트윈을 위한 최신 통신 및 센싱 기술 경향," 한국통신학회 학술대회논문집, 2월 2025.
- Hyeonho Noh and Hyun Jong Yang*, "IEEE 802.11ax 상향 링크를 위한 학습 기반 유저 선택 및 자원 할당," 한국통신학회 동계종합학술발표회, 2월 2022.
- Hyeonho Noh, Dongmin Seo, Moonjin Lee, Hyun Jong Yang*, "HNS 해양배출 영상학적 현상 연구," 한국해양환경 에너지 학술대회, 10월 2021.