CAU Scholar's Space: Cho, Sung Rae

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Cho, Sung Rae (조성래)

소프트웨어대학 (소프트웨어학부)

Research Area: Internet of Things, Deep reinforcement learning, Mobile edge computing

Tel 02-820-5766
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Internet of Things:15||Resource management:11||Deep reinforcement learning:11||resource allocation:10||Wireless communication:10||Optimization:10||deep reinforcement learning:10||NOMA:9||Servers:9||reinforcement learning:7||Computational modeling:6||Task analysis:6||Cloud computing:6||Computer architecture:5||energy efficiency:5||Security:5||Congestion control:5||Edge computing:5||deep learning:5||Deep learning:5||UAV:5||Delays:5||edge computing:5||Devicetodevice communication:4||nonorthogonal multiple access:4||Throughput:4||RSMA:4||WiFi:4||Mobile edge computing:4||virtual reality:4||smart grid:4||Training:4||mobile edge computing:4||Energy efficiency:4||TCP:4||6G:3||HAP:3||Interference:3||Autonomous aerial vehicles:3||UAV communication:3||Array signal processing:3||Directional MAC:3||directional MAC:3||Wireless Body Area Network:3||Federated learning:3||Wireless networks:3||Wireless Sensor Network:3||Downlink:3||mmWave:3||Adaptation models:3||Wireless sensor networks:3||rate splitting multiple access:3||unmanned aerial vehicle:3||Tutorials:3||Metaverse:3||Deafness:3||DRL:3||Unmanned aerial vehicles:3||nonorthogonal multiple access:3||Industrial Internet of Things:3||Lyapunov optimization:2||Authentication:2||Informatics:2||intelligent reflecting surface:2||base station:2||DQN:2||bitrate adaptation:2||MISO communication:2||Ad hoc networks:2||Machine learning:2||Openflow:2||PAC:2||Clustering:2||Media Access Protocol:2||channel allocation:2||congestion control:2||Streaming media:2||virtual photoreality:2||Switches:2||Synchronization:2||mmWave band:2||wireless charging:2||mobile charger:2||clustering:2||Internet:2||Privacy:2||wireless rechargeable sensor networks:2||Data models:2||Power demand:2||CV2X:2||multiagent reinforcement learning:2||Trajectory:2||construction safety education:2||Protocols:2||multipleinput multipleoutput:2||network lifetime:2||Internet of Things (IoT):2||Qlearning:2||Quality of experience:2||Deafness problem:2||optimization:2||UAVs:2||Energy consumption:2||partial offloading:2||Internet of deep space things:2||Internet of things:2||RSCMD:2||Mobile computing:2||directional wireless power transfer.:2||privacypreserving:2||downlink:2||probabilistic sensing:2||Uplink:2||Energy management:2||VCG Auction:2||Ratesplitting multiple access:2||Mobile networks:2||ratesplitting multiple access:2||IoT:2||Directional antennas:2||reliable multicast:2||renewable energy:2||IEEE 802.11:2||Reinforcement learning:2||Costs:2||Bandwidth:2||Reliable Broadcast:2||6G mobile communication:2||IEEE 802.15.8:2||LEO satellite:2||Feature extraction:2||Federated Learning:2||Resource allocation:2||Routing:2||IMU:2||Routing protocols:2||smart manufacturing system:2||Wireless network:2||Wireless power transfer:2||spectrum sensing:2||SDN:2||5G mobile communication:2||ZigBee:2||SWIPT:2||1layer RSMA:2||Satellite:2||task offloading:2||Low earth orbit satellites:2||Edge caching system:1||Edge computing architectures:1||Edge computing host:1||Edge computing platform:1||Edgebased Internet of Things (IoT) system:1||Education:1||Efficiency:1||Emotion recognition:1||Encoding:1||Energy:1||Energy harvesting:1||Epidemic model:1||Estimation:1||FANET:1||FSO/RF link:1||Face mask wearing detection:1||Face recognition:1||Factory energy management system:1||File system aging:1||Flying reflection:1||Fog enabled connected vehicle networks:1||Fog radio access network (FRAN):1||Fragmentation:1||Fully comprehensive cloudisation model:1||GFSK:1||GPUspecific task:1||Game Theory:1||Generative adversarial networks:1||Genetics:1||Gold:1||Green Cellular Network:1||Green products:1||Grippers:1||Handover:1||Hardware:1||Hash chain:1||Head of line blocking:1||Hear rate:1||Heterogeneous:1||Heterogeneous Network:1||Heterogeneous computing system:1||Heterogeneous network:1||Heterogeneous networks:1||Heuristic algorithms:1||Hierarchical federated learning (HierFL):1||Hopf bifurcation:1||Hungarian method:1||ICT:1||IEEE 802.15.4:1||IEEE 802.15.5:1||IEEE 802.15.6:1||IEEE 802.15.8.:1||IIoT:1||IRS phase shift design:1||IRSNOMA networks:1||IRSaided RSMA:1||ITS:1||Image enhancement:1||Image reconstruction:1||Image resolution:1||Image restoration:1||Imperfect SIC:1||Industry 4.0:1||Information and communication technology:1||Information fusion:1||Infrastructureless peeraware communication:1||Input interface:1||Intelligent Transportation System:1||Intelligent reflecting surface (IRS):1||Intercell interference:1||Interference Avoidance:1||Interference channels:1||Internet of Deep Space Things:1||Internet of Multimedia Things:1||Internet of Things (IoT) device scheduling:1||Internet of Things (IoT) networks:1||Internet of Things (IoTs) networks:1||Internet of Vehicles:1||Internet of Vehicles (IoV):1||Internet of multimedia things:1||InternetofThings:1||InternetofThings (IoT):1||IoE:1||IoST:1||IoT device:1||IoTbased WSN:1||IoV:1||Job shop scheduling:1||Kalman filter:1||LEACH protocol:1||LEO satellite network:1||LEO satellite networks:1||LSTM learning:1||LSTM prediction:1||LSTMs:1||LTEV2X:1||LifeCritical Data:1||Live video streaming:1||LoRa:1||Low Power Near Field Communication:1||Lyapunov Optimization:1||MAC:1||MAC Protocol:1||MAC layer:1||MADDPG:1||MEC:1||MIMO communication:1||Machine Learning:1||Machine learning techniques:1||Machinetype communications:1||Magnetometer:1||Massive Multiinput Multioutput (mMIMO):1||Mathematical model:1||Mathematical models:1||Medical Data:1||Medium Access Control:1||Mesh:1||Mesh Network:1||MicorGrid:1||Microservice architectures:1||Millimeter Wave (mmWave):1||Millimeter wave communication:1||Millimeterwave communication:1||Mininet:1||MmWave:1||Mobile:1||Mobile ad hoc network:1||Mobile communication:1||Mobile edge caching:1||Mobile edge caching networks:1||Mobile network:1||Mobile radio systems:1||Mobile/multiaccess edge computing (MEC):1||Mobility based services:1||Mobility models:1||MultiUAVs networks:1||Multiagent deep deterministic policy gradient:1||Multicarrier nonorthogonal multiple access:1||Multihop broadcasting:1||Multipath TCP:1||Multisecurity level:1||Multiuser downlink NOMA:1||Multiagent reinforcement learning (MARL):1||Multiple input multiple output:1||Multiple linear regression:1||NAV:1||Network Lifetime:1||Network coding:1||Network function virtualisation management:1||Network interference:1||Network management:1||Network resource availability:1||Network virtualization:1||Networks:1||Neural networks:1||Neurons:1||Nonorthogonal multiple access (NOMA):1||OFDM:1||Observers:1||Oceans:1||Office application:1||Offloading:1||Onbody device:1||PHM:1||PPO:1||PU:1||Performance evaluation:1||Potential technology:1||Power control:1||Predictive models:1||Priority MAC:1||Privacypreserving caching:1||Proactive caching:1||Proactive contentcaching:1||Prognostics and Health Management:1||Proximal policy optimization:1||Public key encryption:1||QoS:1||Quantum Reinforcement Learning:1||Quantum computing:1||Queue Stability:1||Queue stability:1||RISUAV:1||RL:1||RSA assumption:1||RSSI:1||RUL:1||Radio access networks:1||Rate splitting multiple access:1||Realtime:1||Realtime systems:1||Reflection:1||Reinforcement Learning:1||Reinforcement Learning (RL):1||Relays:1||Reliability:1||Reliable broadcast:1||Remaining Useful Life:1||Renewable Energy:1||Renwable Energy:1||Resource Allocation:1||Routing Protocol:1||Routing protocol:1||SBSPS:1||SEI2RS:1||SIMORSMA:1||SU:1||Safety service:1||Satellitebased system:1||Satellites:1||Scalable Video Coding:1||Scalable video coding:1||Scene text recognition:1||Semantic Communication:1||Semantic communications:1||Sensors:1||Smart cities:1||Smart contracts:1||Smart grid:1||Smart manufacturing:1||SmartGrid:1||Smartgrid:1||Solar energy:1||Solid modeling:1||Space vehicles:1||Sparse matrices:1||Spectrum Sharing:1||Split Learning:1||Spread spectrum communication:1||Stackelberg game model:1||Stackelberg game theory:1||Standard mobile network reference model:1||Standard reference architecture:1||Stochastic processes:1||System levels:1||System performance:1||SystemML:1||Time Series Prediciton:1||Timerbased Protocol:1||Transmitting antennas:1||Transport protocols:1||UAV placement:1||UAV trajectory:1||UAVSatellite Integration:1||UAVassisted industrial Internet of Things (IIoT) networks:1||UAVbased communication systems:1||UAVbased system:1||Ubiquitous Personal Area Network:1||Ubiquitous Sensor Networks:1||Unanchored node:1||Uncrewed aerial vehicle (UAV):1||Uncrewed aerial vehicle trajectory:1||Underwater communication:1||Underwater sensor network:1||Unmanned Aerial Vehicles:1||User mobility:1||VANETs:1||VCGauction:1||VNF edge computing:1||VOD:1||VehicletoEverything Communication:1||Vehicular Ad Hoc Networks:1||Vehicular Network:1||Vehicular ad hoc networks:1||Vehicular cloud computing:1||Vehicular network:1||Vehicular networks:1||VickreyClarkeGroves (VCG) auction:1||Video caching:1||Video streaming:1||Video streaming services:1||Virtualisation:1||Virus spreading model:1||WBAN:1||WLAN:1||WPAN:1||WSN:1||Wireless  Sensor Network:1||Wireless Communication:1||Wireless Sensor Networks:1||Wireless link failure:1||Wireless sensor network:1||YOLO:1||access infrastructure:1||access point:1||accuracy improvement:1||acknowledgement:1||admission control:1||aerial access network:1||aerial computing platform:1||aerial networks:1||aerial radio access network:1||amplitude detection:1||anatomization:1||and onbody device:1||artificial intelligence:1||authorized equality test:1||automated machine learning:1||backpressure algorithm:1||base station sleep mode:1||beam alignment problem:1||blockage problem:1||blockchain:1||broadcast:1||broadcasting segment:1||cache balancing:1||cache placement:1||cache stability:1||caching:1||caching phases:1||caching system:1||camera geometry:1||capacity optimization:1||carrier aggregation:1||channel allocation algorithm:1||channel estimation:1||channel holding time:1||client selection:1||cloud computing:1||cognitive radio:1||cognitive radio networks:1||communication overhead:1||communication reduction:1||computation offloading:1||congestion window:1||connected vehicular networks:1||connection admission control:1||construction field trip:1||construction hazard:1||content delivery network:1||continuous detection:1||data aggregation:1||data fusion:1||deafness problems:1||deafness problem:1||deep Qnetwork:1||deep convolutional neural network:1||deep neural network:1||defense framework:1||delaycontrolled flooding:1||demand response:1||demandagnostic:1||demographic classification:1||dense IoT:1||deterministic policy gradient:1||digital transformation:1||directional antenna:1||directional identification:1||distance estimation:1||distributed demand response:1||dual channel:1||dualhop:1||duplexing control:1||dynamic programming:1||dynamic spectrum access:1||dynamic time division duplex:1||earlyexiting model:1||edge caching systems:1||edge caching systems (ECSs):1||edge networks:1||edgegateway (EG):1||edgeserver (ES):1||energy efficient:1||energy harvesting:1||energy management problem (EMP):1||energy storage:1||energyefficient communications:1||ensemble learning:1||error control protocol:1||event detection:1||fault diagnosis:1||federated learning:1||federated learning (FL):1||federated learning process:1||federated optimization:1||firefighter communication:1||fog computing:1||fullyautomated scheduling:1||fuzzy logic:1||game theory smart grid:1||gated recurrent units:1||generative adversarial network:1||geographic location information:1||geographical map:1||gradient decent:1||green internet of things:1||gyro drift correction:1||handover:1||handover management:1||heterogeneous Internet of Things (HIoT):1||hierarchical learning:1||high altitude platform:1||hit ratio:1||hotspot networks:1||innetwork caching:1||innetwork computing:1||incentive mechanism:1||indirect Kalman filter:1||indoor disaster environment:1||industrial Internet of Things (IIoT):1||industrial internet of things:1||industrial robot:1||infrastructureless peeraware communication:1||integrated networks:1||intelligent networks:1||intelligent reflecting surface (IRS):1||intercell interference:1||interference avoidance:1||interference channel:1||key technology:1||latency:1||latency awareness:1||licensedassisted access:1||licensedassisted access using longterm evolution:1||lightweight device:1||link scheduling:1||local energy market:1||local power exchange center:1||local stability:1||long shortterm memory (LSTM):1||lowresolution quantizers:1||machine learning:1||macro cell:1||manytomany matching:1||matching algorithm:1||maximum minimum rate:1||mesh network:1||microservice offloading:1||mobile charging:1||mobile cloudization:1||mobile computing:1||mobile edge computing (MEC):1||mobile network:1||mobile networks:1||mobile offloading:1||mobile remote radio head (RRH):1||mobility:1||multiaccess edge computing:1||multiagent deep deterministic policy gradient:1||multimodal data:1||multitask semantic communication:1||multitier MEC:1||multiagent reinforcement learning (RL):1||multihop multipair transmission:1||multitier roadside computing:1||nanonetworks:1||network optimization:1||nonorthogonal multiple access (NOMA):1||nonparametric:1||office automation service:1||offloading optimization:1||ontology:1||opportunistic network coding:1||optimistic actorcritic:1||overlay:1||partial computation offloading:1||patching scheduling:1||peaktoaverage:1||personal area network:1||photoreality:1||photovoltaic power generation prediction:1||power allocation optimization:1||primary user:1||priority MAC:1||priority level:1||privacy:1||proactive caching.:1||prognostics and health management (PHM):1||progressive pricing:1||prosumer:1||quality of experience:1||query:1||radio frame configuration:1||radio resource harvesting edge (RRHE):1||random oracle model:1||realtime industrial IoT:1||reconfigurable intelligent surface:1||reliability:1||reliable broadcast:1||residential demand response:1||residential energy resources:1||resource allocation.:1||resource balancing:1||resource orchestration:1||safety education:1||satellite:1||satellite networks:1||secondary user:1||security:1||security and privacy:1||selforganizing map (SOM):1||semantic communication networks:1||sensing efficiency (SE):1||sensing organization map:1||sensor fusion:1||service capability:1||serviceability maximization:1||signal detector:1||small cells:1||smart education system:1||smart ocean networks:1||social networking:1||sparse convolutional neural network (SCNN):1||spatial deep learning:1||split learning:1||spot welding:1||spotbeam:1||stackelberg game:1||stateofthearts:1||statistical channel state information (SCSI):1||storage efficiency:1||sumrate maximization:1||survival analysis:1||system stability:1||taillight:1||task offtoading:1||testbed:1||the Internet of Things:1||time series forecasting:1||timesensitive services:1||timetoevent analysis:1||timer:1||traffic flow prediction:1||trajectory design:1||transfer learning:1||transmission control protocol:1||trust computing:1||trust management:1||uncertain wireless environment:1||uncertainty:1||unmanned aerial vehicle (UAV):1||unmanned aerial vehicle (UAV)assisted communications:1||unmanned aerial vehicle (UAV)assisted devicetodevice (D2D) scheduling:1||unmanned aerial vehicles:1||unmanned aerial vehicles.:1||unmodeled traffic:1||uplink:1||upscaled image resolution:1||urgent data:1||user mobility:1||user preference:1||vehicle:1||vehicular communication:1||vehicular edge caching:1||video streaming:1||video streaming service:1||weighted power consumption:1||weighted sumrate:1||wireless body area network:1||wireless body area sensor networks:1||wireless communication:1||wireless internet of things (IoT):1||wireless network:1||wireless power transfer:1||wireless rechargeable IoT networks:1||wireless sensor network:1||worm propagation:1||01 Knapsack problem:1||전송 지연시간 보장:1||360degree panorama:1||3GPP standard:1||5G heterogeneous network:1||5GNRV2X:1||6G network:1||6G networks:1||6G wireless networks:1||802.15.5. ZigBee Pro:1||ACK combination:1||Access network:1||Ad hoc network:1||Adaptive FEC:1||Adaptive bitrate streaming:1||Adaptive bitrate streaming (ABS):1||Adaptive learning:1||Address Allocation:1||Admission Control:1||Aerial access IoT (AAIoT) network:1||Aerial access network:1||Aerial access network (AAN):1||Aerial edge caching:1||Aerial energy sharing:1||AgeofInformation:1||Ambient network:1||Asynchronous duty cycling:1||Auction:1||Auction game:1||Automatic intelligence:1||Avatars:1||B5G:1||BLE:1||BSS:1||BSSs:1||BackofDevice:1||Backhaul networks:1||Backhaul routing:1||Backscatter communication:1||Backscatter communications:1||Base station control:1||Base station sleep mode:1||Base station switching:1||Batteries:1||Beamforming (BF):1||Bidirectional traffic setup:1||Bifurcation:1||Big data:1||Big data analytics:1||Bit rate:1||Bitrate adaptation:1||Block Chain:1||Blockchain:1||Bluetooth Low Energy (BLE):1||Botnet:1||Broadcast Storm:1||Bundle Protocol:1||CRAN:1||CV2X Mode 4:1||CR:1||CRNs:1||CRS:1||CSS:1||Cameras:1||Cellular Internet of Things:1||CellularV2X:1||Channel Coding:1||Cognative radio:1||Cognitive Radio:1||Cognitive Radio Networks:1||Cognitive Radio Networks (CRNs):1||Cognitive radio:1||Cognitive radio networks:1||Cognitive spectrum sensing:1||Collision:1||Combinative augmentation:1||Communication standard:1||Communication system security:1||Complex context:1||Complex context information video streaming service:1||Composite context awareness:1||Computation offloading:1||Computational complexity:1||Computer communications:1||Computer crime:1||Computer network management:1||Computer networks and techniques:1||Connected environment:1||Connected vehicles:1||Content caching:1||Content centric networks:1||Content sharing:1||Convex functions:1||Convex optimization:1||Cooperative Spectrum Sensing (CSS):1||Cooperative User Relaying:1||Cooperative spectrum sensing:1||Coordinated relay:1||Cross Technology Communication:1||Crosshaul computing:1||CubeSat:1||Custody Transfer:1||Cyberphysical system:1||DDPG:1||DDQN:1||DDoS:1||Data Augmentation:1||Data Routing protocol:1||Data centers:1||Data communication:1||Data urgency:1||Datadriven networking:1||Deep Qlearning:1||Deep Qlearning Network:1||Deep Qnetwork:1||Deep Reinforcement Learning:1||Deep Reinforcement Learning (DRL):1||Deep Reinforment Learning (DRL):1||Deep Space:1||Deep Space Communication:1||Deep deterministic policy gradient (DDPG)based reinforcement learning:1||Deep neural networks:1||Deepspace communications:1||Defragmentation:1||Delay analysis:1||Delay effects:1||Delay minimization:1||Delaysensitive task offloading:1||Delayed ACK:1||Demand side management:1||Denialofservice attack:1||Developing countries:1||Devicetodevice (D2D) communication:1||Devicetodevice (D2D) communications:1||Diffusionbased molecular communication:1||Digital era:1||Directional sensing:1||Directive antennas:1||Discrete cosine transforms:1||Distributed Collaborative Machine Learning:1||Distributed computing:1||Distributed denialofservice (DDoS) attack:1||DoS:1||Dueling Double Qnetwork:1||Dynamic Spectrum Access:1||Dynamic time division duplexing (DTDD):1||ESS:1||Ecosystems:1||Edge caching:1||

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