ScholarWorks@Korea University: Kim, Joong heon

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Kim, Joong heon (김중헌)

College of Engineering

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Tel
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Resource management:10||Training:8||Computational modeling:7||Scheduling:6||Deep learning:6||scheduling:5||Surveillance:5||Optimization:5||deep learning:5||Lyapunov optimization:5||Wireless communication:5||Reinforcement learning:5||Streaming media:4||Data models:4||Deep reinforcement learning:4||quantum computing:4||surveillance:4||Clustering algorithms:3||Quantum computing:3||Vehicle dynamics:3||power allocation:3||NOMA:3||Task analysis:3||optimization:3||Multiagent systems:3||wireless caching:3||Autonomous driving:3||Qubit:3||Delays:3||Drones:3||quantum machine learning:3||federated learning:3||Poles and towers:3||Unmanned aerial vehicles (UAVs):2||Internet of Things (IoT):2||Neural networks:2||Drone:2||Logistics:2||Bit rate:2||Quantum machine learning:2||Quantum Federated Learning:2||virtual reality:2||multiagent deep reinforcement learning:2||Adaptive systems:2||Costs:2||Quantum neural networks:2||user scheduling:2||Caching:2||Myerson auction:2||Processor scheduling:2||Base stations:2||Hospitals:2||5G:2||Internet of Things:2||Auction:2||Quantum Machine Learning:2||Companies:2||blind signal classification:2||unmanned aerial vehicle (UAV):2||Wireless sensor networks:2||Autonomous aerial vehicles:2||Autonomous vehicles:2||Quantum deep learning:2||Federated learning:2||Anesthesia:2||Convergence:2||Sensors:2||quantum approximate optimization algorithm (QAOA):2||deep reinforcement learning:2||Vehicletoeverything:2||Servers:2||Training data:2||Massive MIMO:2||quantum reinforcement learning:2||Adaptation models:2||mobile edge computing:2||Stability analysis:2||UAV:2||maximum weight independent set (MWIS):2||charging scheduling:2||video delivery:2||Interference cancellation:2||Roads:2||Belief propagation:1||link scheduling:1||hybrid quantumclassical algorithm:1||quantum simulation:1||smart ocean networks:1||Internetofvehicle caching:1||offloading:1||CoExistence:1||Nonorthogonal multiple access:1||beam alignment problem:1||spectrum efficiency:1||powerefficient networks:1||Devicetodevice communication:1||Edge computing:1||Unmanned aerial vehicles:1||Industrial IoT:1||RSU allocation:1||beyond 5G:1||millimeter wave vehicular network:1||Deep deterministic policy gradient:1||video streaming service:1||privacy preserving:1||smart contracts:1||Anonymous payment:1||blockchains:1||Filtering theory:1||heterogeneous Internet of Things (HIoT):1||Uncertainty:1||Distortion:1||Realtime systems:1||Estimation:1||unmanned ground vehicles:1||Transportation:1||twostage:1||Drugs:1||deep reinforcement learning (DRL):1||applied machine learning:1||quantum neural network:1||Transmitters:1||Array signal processing:1||imperfect SIC:1||Millimeter wave communication:1||Radio frequency:1||Quality of service:1||Cloud computing:1||intelligent autoscaling:1||connectivity:1||3GPP:1||sidelink:1||Peertopeer computing:1||contentcentric networking:1||authentication infrastructure:1||realtime:1||traffic forecasting:1||01 Knapsack problem:1||DDoS attacks:1||Memory pool:1||and user preference:1||smart IoT sensor:1||Cellular network:1||controlled delay (CoDel):1||wireless communications:1||beyond federated learning (FL):1||data protection:1||Medical diagnostic imaging:1||target detection:1||Computer crime:1||Neurons:1||Unmanned aerial vehicle (UAV):1||Hardware:1||transfer learning:1||imitation learning:1||Cyberphysical systems:1||Skin:1||Classification algorithms:1||Object detection:1||Point cloud classification:1||neural nets:1||unmanned autonomous vehicles:1||decentralized partially observable Markov decision process (DecPOMDP):1||Air transportation:1||Centralized training and distributed execution (CTDE):1||privacy in social media:1||Metaverse:1||Transcoding:1||Data integrity:1||Information age:1||Machine learning algorithms:1||pooling gain:1||Multichannel quantum convolutional neural network:1||quantum convolutional neural network:1||LTEV2X:1||resource allocation:1||resource collision:1||Oceans:1||federated learning (FL):1||data authentication:1||multiagent systems:1||Silicon carbide:1||signaling overhead:1||Delayconstrained networks:1||Libraries:1||vehicular networks:1||convex optimization:1||Energy resources:1||CAPEX:1||Relays:1||Network topology:1||communication efficiency:1||reliable system:1||Split learning:1||Privacy:1||cloud offloading:1||adaptive filtering:1||Low Earth orbit:1||Marine vehicles:1||Satellites:1||synthetic aperture radar:1||Denialofservice attack:1||selforganizing map (SOM):1||channel estimation:1||LEO satellite:1||random search:1||robot control:1||data delivery:1||Scheduling algorithms:1||Markov processes:1||Unmanned aerial networks:1||autonomous mobility control:1||platoon:1||image processing:1||autonomous mobile connectivity system:1||Location privacy:1||natural language processing:1||Content delivery:1||dynamic video streaming:1||superresolution:1||clustering:1||vehicular network:1||5G virtualized base station:1||Long Term Evolution:1||computational complexity:1||Quantum federated learning:1||Interference:1||energyefficient cluster head selection:1||wireless scheduling:1||Electric vehicle charging:1||Energy management:1||neural network:1||blockage problem:1||deafness problem:1||mmWave band:1||Wireless caching network:1||stochastic:1||Modulation:1||Nonorthogonal multiple access (NOMA):1||Internet of Things (IoT) device scheduling:1||Greedy algorithms:1||learning:1||personalized file preferences:1||devicetodevice underlaid network:1||long shortterm memory (LSTM):1||big data:1||Cellular networks:1||charging drone:1||Smart logistics:1||Selfadaptive control:1||5G mobile communication:1||realtime computer vision system:1||Performance evaluation:1||Smart contracts:1||image superresolution:1||Radar polarimetry:1||Distributed denialofservice (DDoS) attack:1||Contamination:1||deep residual learning:1||smart factory:1||Balanced clustering:1||Optical imaging:1||Optical fiber networks:1||Quantum secure communication:1||neural net architecture:1||multiagent system:1||nonterrestrial network (NTN):1||Software validation:1||embedded system:1||Quantum keypoint feature pyramid network:1||Cams:1||Electric vehicles:1||scheduling algorithms:1||frequency sharing study:1||network optimization:1||Markov decision process:1||Receivers:1||Multiplexing:1||energy management problem (EMP):1||Electric vehicles charging:1||bigdata processing:1||content delivery:1||Wireless caching:1||coveragetime:1||mobile base station:1||performance measurements:1||V2V:1||OPEX:1||sampling rate optimization:1||Throughput:1||Mobile deep learning:1||Filtering algorithms:1||defense framework:1||Healthcare IT:1||Melanoma:1||Software:1||Air transportation service:1||UrbanAirMobility (UAM):1||edge:1||Trajectory:1||Decision making:1||infusion control:1||remifentanil:1||fitness applications:1||privacy breach:1||multiexit neural network:1||beamforming:1||crossentropy optimization:1||video streaming:1||Satelliteground communication:1||ageofinformation (aoi):1||Artificial neural networks:1||Knowledge distillation:1||learning (artificial intelligence):1||Mode 4:1||broadcasting:1||Slimmable Neural Network:1||NPhard:1||video caching:1||dynamic programming:1||Recommender systems:1||collaborative filtering:1||delaysensitive communications:1||renewable energy:1||active queue management (AQM):1||mmWave spectrum:1||6G:1||surveillance applications:1||Computer architecture:1||Blockchain:1||Security:1||Protocols:1||Automated drug control computing:1||Logic gates:1||Thin film transistors:1||unmanned aerial networks (UAVs):1||Medical treatment:1||melanoma detection:1||realtime object detection:1||computer vision:1||Distributed deep learning:1||Visualization:1||adaptive control:1||slimmable neural network:1||quantum neural network (QNN):1||Atmospheric modeling:1||multiagent deep reinforcement learning (MADRL):1||propofol:1||DroneDelivery:1||MultiAgent Deep Reinforcement Learning (MADRL):1||mmWave:1||IP networks:1||Ad hoc networks:1||quantum neural networks:1||object detection:1||Unmanned Aerial Vehicles:1||matching algorithm:1||fast data forwarding:1||energy efficiency:1||neural networks:1||5Genabled vehicular networks:1||nonorthogonal multiple access (NOMA):1||Mobile computing:1||mobile network:1||smart grid:1||Blockchains:1||consecutive user demands:1||Superresolution:1||quality of service (QoS):1||distributed machine learning:1||deep neural network:1||zeroknowledge proof (ZKP):1||Adaptive filters:1||Botnet:1||hardware impairments:1||pilot contamination:1||Uplink:1||Handover:1||Unmanned aerial networks (UAVs):1||Smart manufacturing:1||Multiagent reinforcement learning (MARL):1||quantum deep learning (QDL):1||truthfulness:1||Endtoend monitoring:1||Entropy:1||Euclidean distance:1||entropy:1||reinforcement learning:1||Quantum convolutional neural network:1||heterogeneous devices:1||drones:1||Aerial base station:1||Urban areas:1||Brain modeling:1||markov decision process (mdp):1||lyapunov optimization:1||Energy consumption:1||gradient methods:1||cooperative awareness message (CAM):1||quantum application:1||UAVs:1||Planning:1||deep Qnetwork:1||transportation network:1||weather aware prediction:1||fixed service systems:1||millimeterwave:1||Resource allocation:1||photovoltaic power generation prediction:1||Distributed databases:1||Data privacy:1||edge computing:1||Electronic mail:1||Image resolution:1||Reliability:1||Channel estimation:1||Encoding:1||learning systems:1||Markov decision process (MDP):1||cluster:1||Optical computing:1||object recognition:1||auction:1||Multiagent deep reinforcement learning (MADRL):1||Product delivery:1||Multiagent reinforcement learning:1||Connected vehicles:1||Network architecture:1||Embedded systems:1||sensing:1||Energy efficiency:1||Velocity measurement:1||Hybrid quantumclassical 3D object detection:1||Sidelink:1||Fluctuations:1||Heuristic algorithms:1||CellularV2X:1||Slimmable neural networks:1||Superposition Coding:1||

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