사진

Lee, Hoon (이훈)

Department
Department of Electrical Engineering(전기전자공학과)
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Issue DateTitleAuthor(s)TypeViewAltmetrics
2023-07Learning Decentralized Power Control in Cell-Free Massive MIMO NetworksYu, Daesung; Lee, Hoon; Hong, Seung-Eun, et alARTICLE64 Learning Decentralized Power Control in Cell-Free Massive MIMO Networks
2023-01A Bipartite Graph Neural Network Approach for Scalable Beamforming OptimizationKim, Junbeom; Lee, Hoon; Hong, Seung-Eun, et alARTICLE42 A Bipartite Graph Neural Network Approach for Scalable Beamforming Optimization
2022-12Deep Recurrent Q-Network Methods for mmWave Beam Tracking systemsPark, Juseong; Hwang, Sangwon; Lee, Hoon, et alARTICLE50 Deep Recurrent Q-Network Methods for mmWave Beam Tracking systems
2022-11Deep Learning for Multi-User MIMO Systems: Joint Design of Pilot, Limited Feedback, and PrecodingJang, jeonghyeon; Lee, Hoon; Kim, Il-Min, et alARTICLE28 Deep Learning for Multi-User MIMO Systems: Joint Design of Pilot, Limited Feedback, and Precoding
2022-11Artificial Intelligence Meets Autonomy in Wireless Networks: A Distributed Learning ApproachLee, Hoon; Lee, Sang Hyun; Quek, Tony Q. S.ARTICLE32 Artificial Intelligence Meets Autonomy in Wireless Networks: A Distributed Learning Approach
2022-09MOSAIC: Multiobjective Optimization Strategy for AI-Aided Internet of Things CommunicationsLee, Hoon; Lee, Sang Hyun; Quek, Tony Q. S.ARTICLE26 MOSAIC: Multiobjective Optimization Strategy for AI-Aided Internet of Things Communications
2022-09Completion Time Minimization of Fog-RAN-Assisted Federated Learning With Rate-Splitting TransmissionPark, Seok-Hwan; Lee, HoonARTICLE36 Completion Time Minimization of Fog-RAN-Assisted Federated Learning With Rate-Splitting Transmission
2022-08Decentralized Computation Offloading with Cooperative UAVs: Multi-Agent Deep Reinforcement Learning PerspectiveHwang, Sangwon; Lee, Hoon; Park, Juseong, et alARTICLE46 Decentralized Computation Offloading with Cooperative UAVs: Multi-Agent Deep Reinforcement Learning Perspective
2022-03Deep Learning Approach for Outage-Constrained Non-Orthogonal Random AccessJang, Han Seung; Lee, Hoon; Quek, Tony Q. S.ARTICLE26 Deep Learning Approach for Outage-Constrained Non-Orthogonal Random Access
2021-12Deep Learning Based Resource Assignment for Wireless NetworksKim, Minseok; Lee, Hoon; Lee, Hongju, et alARTICLE36 Deep Learning Based Resource Assignment for Wireless Networks
2021-12Learning Autonomy in Management of Wireless Random NetworksLee, Hoon; Lee, Sang Hyun; Quek, Tony Q. S.ARTICLE24 Learning Autonomy in Management of Wireless Random Networks
2021-11Deep Learning-Based Cellular Random Access FrameworkJang, Han Seung; Lee, Hoon; Quek, Tony Q. S., et alARTICLE26 Deep Learning-Based Cellular Random Access Framework
2021-10Deep Learning Methods for Joint Optimization of Beamforming and Fronthaul Quantization in Cloud Radio Access NetworksYu, Daesung; Lee, Hoon; Park, Seok-Hwan, et alARTICLE38 Deep Learning Methods for Joint Optimization of Beamforming and Fronthaul Quantization in Cloud Radio Access Networks
2021-09Learning Optimal Fronthauling and Decentralized Edge Computation in Fog Radio Access NetworksLee, Hoon; Kim, Junbeom; Park, Seok-HwanARTICLE38 Learning Optimal Fronthauling and Decentralized Edge Computation in Fog Radio Access Networks
2021-06Learning Robust Beamforming for MISO Downlink SystemsKim, Junbeom; Lee, Hoon; Park, Seok-HwanARTICLE30 Learning Robust Beamforming for MISO Downlink Systems
2021-04Deep Learning-Based Prediction of Resource Block Usage Rate for Spectrum Saturation DiagnosisJang, Han Seung; Lee, Hoon; Kwon, Hyeyeon, et alARTICLE32 Deep Learning-Based Prediction of Resource Block Usage Rate for Spectrum Saturation Diagnosis
2021-01Asynchronous Protocol Designs for Energy Efficient Mobile Edge Computing SystemsEom, Subin; Lee, Hoon; Park, Junhee, et alARTICLE24 Asynchronous Protocol Designs for Energy Efficient Mobile Edge Computing Systems
2020-11Deep Learning Methods for Universal MISO BeamformingKim, Junbeom; Lee, Hoon; Hong, Seung-Eun, et alARTICLE36 Deep Learning Methods for Universal MISO Beamforming
2020-11Multi-Agent Deep Reinforcement Learning for Distributed Resource Management in Wirelessly Powered Communication NetworksHwang, Sangwon; Kim, Hanjin; Lee, Hoon, et alARTICLE46 Multi-Agent Deep Reinforcement Learning for Distributed Resource Management in Wirelessly Powered Communication Networks
2020-04Deep Learning-Based Limited Feedback Designs for MIMO SystemsJang, Jeonghyeon; Lee, Hoon; Hwang, Sangwon, et alARTICLE26 Deep Learning-Based Limited Feedback Designs for MIMO Systems

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