Wooyeol Choi

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 45

Top Topics

Reinforcement Learning

Resource Allocation

Top Venues

Publications

Islam Helmy, Ahmed Shokry, Doaa Eid, Wooyeol Choi
Sky Seeing Estimation Using Nonparametric Fuzzy System of Low-Quality All-Sky Camera Images. IEEE Trans. Instrum. Meas. 73 (2024)
Raghavendra Ganiga, Muralikrishna S. N., Wooyeol Choi, Sung Bum Pan
ResNet1D-Based Personal Identification with Multi-Session Surface Electromyography for Electronic Health Record Integration. Sensors 24 (10) (2024)
Youngwoo Oh, Arif Ullah, Wooyeol Choi
Multi-Objective Reinforcement Learning for Power Allocation in Massive MIMO Networks: A Solution to Spectral and Energy Trade-Offs. IEEE Access 12 (2024)
Islam Helmy, Wooyeol Choi
Performance Evaluation of DL Models of Low-Size Datasets for AMC in MIMO System. ICCE (2024)
Arif Ullah, Wooyeol Choi, Ziaul Haq Abbas, Ghulam Abbas
Aerial-Terrestrial Networks With Multi-Antenna Transmissions: How Many UAVs Need to Be Deployed? IEEE Trans. Veh. Technol. 73 (2) (2024)
Aamir Nadeem, Arif Ullah, Wooyeol Choi
Social-Aware Peer Selection for Energy Efficient D2D Communications in UAV-Assisted Networks: A Q-Learning Approach. IEEE Wirel. Commun. Lett. 13 (5) (2024)
Iftikhar Ahmad, Arif Ullah, Wooyeol Choi
WiFi-Based Human Sensing With Deep Learning: Recent Advances, Challenges, and Opportunities. IEEE Open J. Commun. Soc. 5 (2024)
Islam Helmy, Pulok Tarafder, Wooyeol Choi
LSTM-GRU Model-Based Channel Prediction for One-Bit Massive MIMO System. IEEE Trans. Veh. Technol. 72 (8) (2023)
Islam Helmy, Wooyeol Choi
Region of Interest Selection-Based Autofocusing for High Magnification Systems. IEEE Trans. Computational Imaging 9 (2023)
Pulok Tarafder, Wooyeol Choi
Deep Reinforcement Learning-Based Coordinated Beamforming for mmWave Massive MIMO Vehicular Networks. Sensors 23 (5) (2023)
Islam Helmy, Wooyeol Choi
cGAN Model-Based Radio Frequency Interference Mitigation for Radio Astronomy Data. ICAIIC (2023)
Raghavendra Ganiga, Yonggang Kim, Raj Tulluri, Wooyeol Choi
Modeling EEG Signals for Mental Confusion Using DNN and LSTM With Custom Attention Layer. IEEE Access 11 (2023)
Donghyeon Kim, Wooyeol Choi, Chanjun Chun, Yohan Kim, Yonggang Kim
Interference cancellation in RIS-assisted FD relay transmission. ICUFN (2023)
Ijaz Ahmad, Wooyeol Choi, Seokjoo Shin
Comprehensive Analysis of Compressible Perceptual Encryption Methods - Compression and Encryption Perspectives. Sensors 23 (8) (2023)
Islam Helmy, Wooyeol Choi
Machine learning-based automatic focusing for high magnification systems. Eng. Appl. Artif. Intell. 118 (2023)
Pulok Tarafder, Wooyeol Choi
MAC Protocols for mmWave Communication: A Comparative Survey. Sensors 22 (10) (2022)
Islam Helmy, Wooyeol Choi
Reduced Tenegrad Focus Measure for Performance Improvement of Astronomical Images. ICEIC (2022)
K. M. Faisal, Wooyeol Choi
Machine Learning Approaches for Reconfigurable Intelligent Surfaces: A Survey. IEEE Access 10 (2022)
Sifat Rezwan, Wooyeol Choi
Artificial Intelligence Approaches for UAV Navigation: Recent Advances and Future Challenges. IEEE Access 10 (2022)
Chanjun Chun, Kwang Myung Jeon, Chaejun Leem, Bumshik Lee, Wooyeol Choi
Comparison of CNN-based Speech Dereverberation using Neural Vocoder. ICAIIC (2021)
Rehenuma Tasnim Rodoshi, Yujae Song, Wooyeol Choi
Reinforcement Learning-Based Routing Protocol for Underwater Wireless Sensor Networks: A Comparative Survey. IEEE Access 9 (2021)
K. M. Faisal, Wooyeol Choi
A Study on Machine Learning-based Approaches for Reconfigurable Intelligent Surface. ICTC (2021)
Rehenuma Tasnim Rodoshi, Taewoon Kim, Wooyeol Choi
Fuzzy Logic and Accelerated Reinforcement Learning-Based User Association for Dense C-RANs. IEEE Access 9 (2021)
Sifat Rezwan, Wooyeol Choi
Priority-Based Joint Resource Allocation With Deep Q-Learning for Heterogeneous NOMA Systems. IEEE Access 9 (2021)
Rehenuma Tasnim Rodoshi, Wooyeol Choi
A Survey on Applications of Deep Learning in Cloud Radio Access Network. IEEE Access 9 (2021)
Pulok Tarafder, Moonsoo Kang, Wooyeol Choi
A Comparative Study on Centralized MAC Protocols for 60 GHz mmWave Communications. ICTC (2021)
Yonggang Kim, Wooyeol Choi
Lyapunov-Based Energy-Efficient Path Diversity for Data Transmissions in UAV Networks. IEEE Wirel. Commun. Lett. 10 (8) (2021)
Taewoon Kim, Motassem Al-Tarazi, Jenn-Wei Lin, Wooyeol Choi
Optimal Container Migration for Mobile Edge Computing: Algorithm, System Design and Implementation. IEEE Access 9 (2021)
Kwang Myung Jeon, Chanjun Chun, Gyeongbong Kim, Chaejun Leem, Bohee Kim, Wooyeol Choi
Lightweight U-Net Based Monaural Speech Source Separation for Edge Computing Device. ICCE (2020)
Rehenuma Tasnim Rodoshi, Taewoon Kim, Wooyeol Choi
Resource Management in Cloud Radio Access Network: Conventional and New Approaches. Sensors 20 (9) (2020)
Sifat Rezwan, Seokjoo Shin, Wooyeol Choi
Efficient User Clustering and Reinforcement Learning Based Power Allocation for NOMA Systems. ICTC (2020)
Sifat Rezwan, Wooyeol Choi
Q-Learning-based Resource Allocation with Priority-based Clustering for Heterogeneous NOMA Systems. SMA (2020)
Chiwoo Cho, Wooyeol Choi, Taewoon Kim
Leveraging Uncertainties in Softmax Decision-Making Models for Low-Power IoT Devices. Sensors 20 (16) (2020)
Rehenuma Tasnim Rodoshi, Taewoon Kim, Wooyeol Choi
Deep Reinforcement Learning Based Dynamic Resource Allocation in Cloud Radio Access Networks. ICTC (2020)
Chanjun Chun, Kwang Myung Jeon, Wooyeol Choi
Configuration-Invariant Sound Localization Technique Using Azimuth-Frequency Representation and Convolutional Neural Networks. Sensors 20 (13) (2020)
Yonggang Kim, Gyungmin Kim, Jiae Lee, Wooyeol Choi
UL-MU Transmissions in IEEE 802.11ax Networks. ICCE (2020)
Yonggang Kim, Gyungmin Kim, Taewoon Kim, Wooyeol Choi
Transmission Opportunity-Based Distributed OBSS/PD Determination Method in IEEE 802.11ax Networks. ICAIIC (2020)
Rehenuma Tasnim Rodoshi, Seokjoo Shin, Wooyeol Choi
A Survey on Deep Learning for Cloud Radio Access Networks. SMA (2020)
Chanjun Chun, Kwang Myung Jeon, Taewoon Kim, Wooyeol Choi
Drone Noise Reduction using Deep Convolutional Autoencoder for UAV Acoustic Sensor Networks. MASS Workshops (2019)
Taewoon Kim, Chanjun Chun, Wooyeol Choi
Optimal User Association Strategy for Large-Scale IoT Sensor Networks with Mobility on Cloud RANs. Sensors 19 (20) (2019)
Taewoon Kim, Wooyeol Choi
Optimal Load-Balancing Association Scheme for C-RANs with Mobile IoT Devices. ISORC (2019)
Taewoon Kim, Wooyeol Choi
Optimal Cloud Computing Resource Allocation For Centralized Radio Access Networks. ICEIC (2019)
Taewoon Kim, Daji Qiao, Wooyeol Choi
Energy-Efficient Scheduling of Internet of Things Devices for Environment Monitoring Applications. ICC (2018)
Wooyeol Choi, Jaehyoung Park, Yonggang Kim, Ashutosh Sabharwal, Hyuk Lim
Design and Implementation of a Full-Duplex Pipelined MAC Protocol for Multihop Wireless Networks. IEEE Access 5 (2017)
Wooyeol Choi, In-Sung Jang, Taewoon Kim
Antenna allocation scheme for full-duplex communication in IEEE 802.11ac WLAN. ICCE (2017)
Wooyeol Choi, Hyuk Lim, Ashutosh Sabharwal
Power-Controlled Medium Access Control Protocol for Full-Duplex WiFi Networks. IEEE Trans. Wirel. Commun. 14 (7) (2015)
Wooyeol Choi, Hyuk Lim
Admission control for wireless LANs with multipacket reception capability. Trans. Emerg. Telecommun. Technol. 26 (4) (2015)
Wooyeol Choi, Le Tran Tien Khanh, Chiwook Jeong, Hyuk Lim
Power ratio adjustment for multi-packet reception-capable wireless networks. ICC Workshops (2015)
Wooyeol Choi, Taewoon Kim, Daeyoung Park, Heung-No Lee, Hyuk Lim
Coordinating transmit power and carrier phase for wireless networks with multi-packet reception capability. EURASIP J. Wirel. Commun. Netw. 2013 (2013)
Jaemin Kim, Wooyeol Choi, Hyuk Lim, Kyung-Joon Park
Adaptive Selection of Multiple Paths for Delay-Sensitive Networked Control Systems. RTCSA (2012)
Wooyeol Choi, Hyuk Lim
Immediate acknowledgement for single-channel full-duplex wireless networks. MASS (2012)
Inhyeok Jang, Wooyeol Choi, Hyuk Lim
networks. Wirel. Commun. Mob. Comput. 11 (7) (2011)
Ryangsoo Kim, Wooyeol Choi, Hyuk Lim, Jae-Hyung Jang
POSTER Zero-Configuration Path Loss Model-Based Indoor Localization. MobiQuitous (2011)
Wooyeol Choi, Taewoon Kim, Heung-No Lee, Hyuk Lim
Carrier Phase Adjustment for Multiple Access Communication Systems with Multi-Packet Reception Capability. WCNC (2010)
Taewoon Kim, Wooyeol Choi, Hyuk Lim
Alleviating intra-flow interference by inter-arrival based packet dropping in wireless multi-hop networks. CFI (2010)
Wooyeol Choi, Daewon Jung, Heung-No Lee, Hyuk Lim
Power control for multiple access communication systems with multi-packet reception capability. LCN (2009)
Inhyeok Jang, Wooyeol Choi, Hyuk Lim
A forwarding protocol with relay acknowledgement for vehicular ad-hoc networks. LCN (2008)