Wooyeol Choi

Orcid: 0000-0002-7834-4044

Affiliations:
  • Chosun University, Department of Computer Engineering, Gwangju, South Korea
  • Korea Aerospace Research Institute, Ground System Development Team, Daejeon, South Korea
  • Gwangju Institute of Science and Technology, Department of Information and Communications, Gwangju, South Korea (PhD 2015)


According to our database1, Wooyeol Choi authored at least 60 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
WiFi-Based Human Identification with Machine Learning: A Comprehensive Survey.
Sensors, October, 2024

Soft-Output Deep LAS Detection for Coded MIMO Systems: A Learning-Aided LLR Approximation.
IEEE Trans. Veh. Technol., September, 2024

Social-Aware Peer Selection for Energy Efficient D2D Communications in UAV-Assisted Networks: A Q-Learning Approach.
IEEE Wirel. Commun. Lett., May, 2024

ResNet1D-Based Personal Identification with Multi-Session Surface Electromyography for Electronic Health Record Integration.
Sensors, May, 2024

Aerial-Terrestrial Networks With Multi-Antenna Transmissions: How Many UAVs Need to Be Deployed?
IEEE Trans. Veh. Technol., 2024

Sky Seeing Estimation Using Nonparametric Fuzzy System of Low-Quality All-Sky Camera Images.
IEEE Trans. Instrum. Meas., 2024

WiFi-Based Human Sensing With Deep Learning: Recent Advances, Challenges, and Opportunities.
IEEE Open J. Commun. Soc., 2024

Multi-Objective Reinforcement Learning for Power Allocation in Massive MIMO Networks: A Solution to Spectral and Energy Trade-Offs.
IEEE Access, 2024

Performance Evaluation of DL Models of Low-Size Datasets for AMC in MIMO System.
Proceedings of the IEEE International Conference on Consumer Electronics, 2024

2023
LSTM-GRU Model-Based Channel Prediction for One-Bit Massive MIMO System.
IEEE Trans. Veh. Technol., August, 2023

Deep Reinforcement Learning-Based Coordinated Beamforming for mmWave Massive MIMO Vehicular Networks.
Sensors, March, 2023

Region of Interest Selection-Based Autofocusing for High Magnification Systems.
IEEE Trans. Computational Imaging, 2023

Comprehensive Analysis of Compressible Perceptual Encryption Methods - Compression and Encryption Perspectives.
Sensors, 2023

Machine learning-based automatic focusing for high magnification systems.
Eng. Appl. Artif. Intell., 2023

Modeling EEG Signals for Mental Confusion Using DNN and LSTM With Custom Attention Layer.
IEEE Access, 2023

Interference cancellation in RIS-assisted FD relay transmission.
Proceedings of the Fourteenth International Conference on Ubiquitous and Future Networks, 2023

cGAN Model-Based Radio Frequency Interference Mitigation for Radio Astronomy Data.
Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2023

2022
MAC Protocols for mmWave Communication: A Comparative Survey.
Sensors, 2022

Artificial Intelligence Approaches for UAV Navigation: Recent Advances and Future Challenges.
IEEE Access, 2022

Machine Learning Approaches for Reconfigurable Intelligent Surfaces: A Survey.
IEEE Access, 2022

Grey Wolf Optimizer-Based Automatic Focusing for High Magnification Systems.
Proceedings of the 2022 International Conference on Artificial Intelligence in Information and Communication, 2022

Reduced Tenegrad Focus Measure for Performance Improvement of Astronomical Images.
Proceedings of the International Conference on Electronics, Information, and Communication, 2022

2021
Lyapunov-Based Energy-Efficient Path Diversity for Data Transmissions in UAV Networks.
IEEE Wirel. Commun. Lett., 2021

Reinforcement Learning-Based Routing Protocol for Underwater Wireless Sensor Networks: A Comparative Survey.
IEEE Access, 2021

A Survey on Applications of Deep Learning in Cloud Radio Access Network.
IEEE Access, 2021

Fuzzy Logic and Accelerated Reinforcement Learning-Based User Association for Dense C-RANs.
IEEE Access, 2021

Priority-Based Joint Resource Allocation With Deep Q-Learning for Heterogeneous NOMA Systems.
IEEE Access, 2021

Optimal Container Migration for Mobile Edge Computing: Algorithm, System Design and Implementation.
IEEE Access, 2021

A Comparative Study on Centralized MAC Protocols for 60 GHz mmWave Communications.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

A Study on Machine Learning-based Approaches for Reconfigurable Intelligent Surface.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Comparison of CNN-based Speech Dereverberation using Neural Vocoder.
Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2021

2020
Resource Management in Cloud Radio Access Network: Conventional and New Approaches.
Sensors, 2020

Configuration-Invariant Sound Localization Technique Using Azimuth-Frequency Representation and Convolutional Neural Networks.
Sensors, 2020

Leveraging Uncertainties in Softmax Decision-Making Models for Low-Power IoT Devices.
Sensors, 2020

A Survey on Deep Learning for Cloud Radio Access Networks.
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020

Q-Learning-based Resource Allocation with Priority-based Clustering for Heterogeneous NOMA Systems.
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020

Deep Reinforcement Learning Based Dynamic Resource Allocation in Cloud Radio Access Networks.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

Efficient User Clustering and Reinforcement Learning Based Power Allocation for NOMA Systems.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

UL-MU Transmissions in IEEE 802.11ax Networks.
Proceedings of the 2020 IEEE International Conference on Consumer Electronics (ICCE), 2020

Lightweight U-Net Based Monaural Speech Source Separation for Edge Computing Device.
Proceedings of the 2020 IEEE International Conference on Consumer Electronics (ICCE), 2020

Transmission Opportunity-Based Distributed OBSS/PD Determination Method in IEEE 802.11ax Networks.
Proceedings of the 2020 International Conference on Artificial Intelligence in Information and Communication, 2020

2019
Optimal User Association Strategy for Large-Scale IoT Sensor Networks with Mobility on Cloud RANs.
Sensors, 2019

Drone Noise Reduction using Deep Convolutional Autoencoder for UAV Acoustic Sensor Networks.
Proceedings of the 16th IEEE International Conference on Mobile Ad Hoc and Sensor Systems Workshops, 2019

Optimal Load-Balancing Association Scheme for C-RANs with Mobile IoT Devices.
Proceedings of the IEEE 22nd International Symposium on Real-Time Distributed Computing, 2019

Optimal Cloud Computing Resource Allocation For Centralized Radio Access Networks.
Proceedings of the International Conference on Electronics, Information, and Communication, 2019

2018
Energy-Efficient Scheduling of Internet of Things Devices for Environment Monitoring Applications.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017
Design and Implementation of a Full-Duplex Pipelined MAC Protocol for Multihop Wireless Networks.
IEEE Access, 2017

Antenna allocation scheme for full-duplex communication in IEEE 802.11ac WLAN.
Proceedings of the IEEE International Conference on Consumer Electronics, 2017

2015
Power-Controlled Medium Access Control Protocol for Full-Duplex WiFi Networks.
IEEE Trans. Wirel. Commun., 2015

Admission control for wireless LANs with multipacket reception capability.
Trans. Emerg. Telecommun. Technol., 2015

Power ratio adjustment for multi-packet reception-capable wireless networks.
Proceedings of the IEEE International Conference on Communication, 2015

2013
Coordinating transmit power and carrier phase for wireless networks with multi-packet reception capability.
EURASIP J. Wirel. Commun. Netw., 2013

2012
Adaptive Selection of Multiple Paths for Delay-Sensitive Networked Control Systems.
Proceedings of the 2012 IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2012

Immediate acknowledgement for single-channel full-duplex wireless networks.
Proceedings of the 9th IEEE International Conference on Mobile Ad-Hoc and Sensor Systems, 2012

2011
An opportunistic forwarding protocol with relay acknowledgment for vehicular <i>ad hoc</i> networks.
Wirel. Commun. Mob. Comput., 2011

POSTER Zero-Configuration Path Loss Model-Based Indoor Localization.
Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2011

2010
Carrier Phase Adjustment for Multiple Access Communication Systems with Multi-Packet Reception Capability.
Proceedings of the 2010 IEEE Wireless Communications and Networking Conference, 2010

Alleviating intra-flow interference by inter-arrival based packet dropping in wireless multi-hop networks.
Proceedings of the Conference on the Future of the Internet 2010, 2010

2009
Power control for multiple access communication systems with multi-packet reception capability.
Proceedings of the 34th Annual IEEE Conference on Local Computer Networks, 2009

2008
A forwarding protocol with relay acknowledgement for vehicular ad-hoc networks.
Proceedings of the LCN 2008, 2008


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