Seungnyun Kim

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 47

Top Topics

Reinforcement Learning

Channel Estimation

Top Venues

IEEE Trans. Wirel. Commun.

Publications

Khoa Anh Ngo, Jihoon Moon, Seungnyun Kim, Byonghyo Shim
Multi-User Identification and 3D Positioning Using Multi-View Images via Contrastive Learning. ICC Workshops (2024)
Hyunsoo Kim, Seungnyun Kim, Jiao Wu, Byonghyo Shim
Transformer-Based RIS Phase Shift Control for Ultra-Low Latency V2X Systems. IEEE Trans. Cogn. Commun. Netw. 10 (4) (2024)
Seungnyun Kim, Jihoon Moon, Jinhong Kim, Yongjun Ahn, Donghoon Kim, Sunwoo Kim, Kyuhong Shim, Byonghyo Shim
Role of Sensing and Computer Vision in 6G Wireless Communications. CoRR (2024)
Seungnyun Kim, Jungjae Park, Jihoon Moon, Byonghyo Shim
Fast and Accurate Terahertz Beam Management via Frequency-Dependent Beamforming. IEEE Trans. Wirel. Commun. 23 (3) (2024)
Seungnyun Kim, Jiao Wu, Byonghyo Shim
Efficient Channel Probing and Phase Shift Control for mmWave Reconfigurable Intelligent Surface-Aided Communications. IEEE Trans. Wirel. Commun. 23 (1) (2024)
Yiying Liu, Jiao Wu, Seungnyun Kim, Byonghyo Shim
Vision-Aided Blockage Prediction and Proactive Handover for Indoor mmWave and Terahertz Communications. GLOBECOM (2023)
Seungnyun Kim, Jiao Wu, Jihoon Moon, Byonghyo Shim
Sparse Channel Feedback for Energy-Efficient mmWave Massive MIMO Systems. ICTC (2023)
Jiao Wu, Seungnyun Kim, Byonghyo Shim
Parametric Sparse Channel Estimation for RIS-Assisted Terahertz Systems. IEEE Trans. Commun. 71 (9) (2023)
Seungnyun Kim, Jiao Wu, Jihoon Moon, Byonghyo Shim
Frequency-Dependent Precoding for Wideband Terahertz Communication Systems. GLOBECOM (2023)
Yongjun Ahn, Jinhong Kim, Seungnyun Kim, Kyuhong Shim, Jiyoung Kim, Sangtae Kim, Byonghyo Shim
Toward Intelligent Millimeter and Terahertz Communication for 6G: Computer Vision-Aided Beamforming. IEEE Wirel. Commun. 30 (5) (2023)
Seungnyun Kim, Anho Lee, Hyungyu Ju, Khoa Anh Ngo, Jihoon Moon, Byonghyo Shim
Transformer-Based Channel Parameter Acquisition for Terahertz Ultra-Massive MIMO Systems. IEEE Trans. Veh. Technol. 72 (11) (2023)
Hyungyu Ju, Seokhyun Jeong, Seungnyun Kim, Byonghyo Shim
Transformer-Aided Parametric CSI Feedback for mmWave Massive MIMO Systems. ICC (2023)
Howon Lee, Byungju Lee, Heecheol Yang, Junghyun Kim, Seungnyun Kim, Wonjae Shin, Byonghyo Shim, H. Vincent Poor
Towards 6G Hyper-Connectivity: Vision, Challenges, and Key Enabling Technologies. CoRR (2023)
Yiying Liu, Jiao Wu, Seungnyun Kim, Byonghyo Shim
Distance-Aware Subarray Selection for Terahertz Ultra-Massive MIMO Systems. VTC2023-Spring (2023)
Jihoon Moon, Seungnyun Kim, Hyungyu Ju, Byonghyo Shim
Energy-Efficient User Association in mmWave/THz Ultra-Dense Network via Multi-Agent Deep Reinforcement Learning. IEEE Trans. Green Commun. Netw. 7 (2) (2023)
Seungnyun Kim, Jiao Wu, Byonghyo Shim
Path-Selective Precoding for FDD-based Massive MIMO Systems. WCNC (2023)
Howon Lee, Byungju Lee, Heecheol Yang, Junghyun Kim, Seungnyun Kim, Wonjae Shin, Byonghyo Shim, H. Vincent Poor
Towards 6G hyper-connectivity: Vision, challenges, and key enabling technologies. J. Commun. Networks 25 (3) (2023)
Yongsuk Byun, Hyunsoo Kim, Seungnyun Kim, Byonghyo Shim
Channel Estimation and Phase Shift Control for UAV-Carried RIS Communication Systems. IEEE Trans. Veh. Technol. 72 (10) (2023)
Jinhong Kim, Yongjun Ahn, Seungnyun Kim, Byonghyo Shim
Parametric Sparse Channel Estimation Using Long Short-Term Memory for mmWave Massive MIMO Systems. ICC (2022)
Seungnyun Kim, Byonghyo Shim
Joint DoA and TDoA Estimation for mmWave Communications Using Zadoff-Chu Sequence. ICTC (2022)
Kyungjoo Suh, Sunwoo Kim, Yongjun Ahn, Seungnyun Kim, Hyungyu Ju, Byonghyo Shim
Deep Reinforcement Learning-Based Network Slicing for Beyond 5G. IEEE Access 10 (2022)
Jiao Wu, Seungnyun Kim, Byonghyo Shim
Near-Field Channel Estimation for RIS-Assisted Wideband Terahertz Systems. GLOBECOM (2022)
Seungnyun Kim, Byonghyo Shim
Channel Estimation for Reconfigurable Intelligent Surface-Aided mmWave Communications. GLOBECOM (2022)
Jiao Wu, Seungnyun Kim, Byonghyo Shim
Energy-Efficient Power Control and Beamforming for Reconfigurable Intelligent Surface-Aided Uplink IoT Networks. CoRR (2022)
Seungnyun Kim, Jiao Wu, Ahnho Lee, Yiying Liu, Yongseok Byun, Byonghyo Shim
Covariance-Based Time-Frequency ESPRIT Algorithm for Direction-of-Arrival Estimation. APCC (2022)
Anho Lee, Hyungyu Ju, Seungnyun Kim, Byonghyo Shim
Intelligent Near-Field Channel Estimation for Terahertz Ultra-Massive MIMO Systems. GLOBECOM (2022)
Hyungyu Ju, Seungnyun Kim, Youngjoon Kim, Byonghyo Shim
Energy-Efficient Ultra-Dense Network With Deep Reinforcement Learning. IEEE Trans. Wirel. Commun. 21 (8) (2022)
Jiao Wu, Seungnyun Kim, Byonghyo Shim
Energy-Efficient Power Control and Beamforming for Reconfigurable Intelligent Surface-Aided Uplink IoT Networks. IEEE Trans. Wirel. Commun. 21 (12) (2022)
Jungjae Park, Seungnyun Kim, Jihoon Moon, Byonghyo Shim
Fast Terahertz Beam Training Via Frequency-dependent Precoding. ICC Workshops (2022)
Sunwoo Kim, Seungnyun Kim, Kyungjoo Suh, Byonghyo Shim
Action Elimination-assisted Deep Reinforcement Learning for B5G Cell Selection and Network Slicing. GLOBECOM (2022)
Hyungyu Ju, Seungnyun Kim, Youngjoon Kim, Byonghyo Shim
Energy-Efficient Ultra-Dense Network with Deep Reinforcement Learning. CoRR (2021)
Hyunsoo Kim, Jiao Wu, Yosub Park, Seungnyun Kim, Byonghyo Shim
Deep Learning-Based Intelligent Reflecting Surface Phase Shift Control. VTC Fall (2021)
Jihoon Moon, Hyungyu Ju, Seungnyun Kim, Byonghyo Shim
Energy-Efficient mmWave UDN Using Distributed Multi-Agent Deep Reinforcement Learning. ICC Workshops (2021)
Seungnyun Kim, Byonghyo Shim
Energy-Efficient Millimeter-Wave Cell-Free Systems Under Limited Feedback. IEEE Trans. Commun. 69 (6) (2021)
Seungnyun Kim, Junwon Son, Byonghyo Shim
Energy-Efficient Ultra-Dense Network Using LSTM-based Deep Neural Networks. IEEE Trans. Wirel. Commun. 20 (7) (2021)
Junwon Son, Seungnyun Kim, Byonghyo Shim
Energy Efficient Ultra-Dense Network Using Long Short-Term Memory. WCNC (2020)
Seungnyun Kim, Byonghyo Shim
Energy-Efficient Cell-Free Systems Using Finite Rate Feedback. VTC Fall (2020)
Seungnyun Kim, Byonghyo Shim
Energy-Efficient FDD-based Massive MIMO Systems Using Finite Rate Feedback. ICTC (2020)
Hyungyu Ju, Seungnyun Kim, Youngjoon Kim, Hyojin Lee, Byonghyo Shim
Energy-Efficient Ultra-Dense Network using Deep Reinforcement Learning. SPAWC (2020)
Seungnyun Kim, Jun Won Choi, Byonghyo Shim
Downlink Pilot Precoding and Compressed Channel Feedback for FDD-Based Cell-Free Systems. IEEE Trans. Wirel. Commun. 19 (6) (2020)
Seungnyun Kim, Jun Won Choi, Byonghyo Shim
Downlink Pilot Precoding and Compressed Channel Feedback for FDD-Based Cell-Free Systems. CoRR (2019)
Seungnyun Kim, Jun Won Choi, Byonghyo Shim
Path Selection Based Feedback Reduction for FDD Massive MIMO Systems. WCNC (2019)
Seungnyun Kim, Jun Won Choi, Byonghyo Shim
Feedback Reduction for Beyond 5G Cellular Systems. ICC (2019)
Seungnyun Kim, Byonghyo Shim
AoD-Based Statistical Beamforming for Cell-Free Massive MIMO Systems. VTC Fall (2018)
Seungnyun Kim, Byonghyo Shim
FDD-Based Cell-Free Massive MIMO Systems. SPAWC (2018)
Seungnyun Kim, Sunho Park, Hyoungju Ji, Byonghyo Shim
AOA-TOA based localization for 5G cell-less communications. APCC (2017)
Sunho Park, Hyoungju Ji, Seungnyun Kim, Byonghyo Shim
Joint user activity and data detection for grant-free non-orthogonal multiple access. ICTC (2017)