Publication

U. Sa'ad, W. Na, N.-N. Dao, and S. Cho, "Dynamic Dependency-Aware Vulnerability and Patch Management for Critical Interconnected Systems," to appears in Elsevier Journal of Network and Computer Applications (IF: 8.0, Top: 4.7%), 2026. 

D. Lee, Y. Jeon, Y. Lee, N.-N. Dao, W. Na and S. Cho, "Energy and Density-Based Stable Election Routing Protocol for Wireless IoT Network," Elsevier Journal of Network and Computer Applications (IF: 8.0, Top: 4.7%), vol. 242, no. 104237, October 2025. 

H. Gardner, T.-M. Hoang, W. Na, N.-N. Dao, and S. Cho, "Metaverse Meets Distributed Machine Learning: A Contemporary Review on the Development with Privacy-Preserving Concerns," Elsevier ICT Express, vol. 11, no. 3, pp.507-522, June 2025.  

N.-N. Dao, N.H. Tu, T.-D. Hoang, T.-H. Nguyen, L.V. Nguyen, K. Lee, L. Park, W. Na, and S. Cho, "A Review on New Technologies in 3GPP Standards for 5G Access and Beyond," Elsevier Computer Networks, vol. 245, no. 110370, May 2024.

N.-N. Dao, W. Na, S. Cho, and S. Dustdar, "Toward Privacy-Sensitive Heterogeneous Hypercomputing," IEEE Communications Magazine (IF: 8.2, Top: 3.0%), vol. 62, no. 4, April 2024.

N. Kim, W. Na, D. S. Lakew, N.-N. Dao, and S. Cho, "DQN-based Directional MAC protocol in Wireless Ad Hoc Network in Internet of Things," IEEE Internet of Things Journal (IF: 9.936, Top: 3.4%), vol. 11, no. 7, pp.12918-12928, April 2024. 

T. Ha, A. Masood, W. Na, and S. Cho, "Intelligent Multi-Path TCP Congestion Control for video streaming in Internet of Deep Space Things communication," Elsevier ICT Express, vol. 9, no. 5, pp. 860-868, October 2023.

C. Lee, J. Oh, W. Na, J. Yoon, W. Noh and S. Cho, "Directional-Antenna-Based Spatial and Energy-Efficient Semi-Distributed Spectrum Sensing in Cognitive Internet-of-Things Networks," Elsevier Journal of Network and Computer Applications (IF: 8.0, Top: 4.7%), vol 217, August 2023.

N.-N. Dao, N. H. Tu, T. T. Thanh, V. N. Q. Bao, W. Na, and S. Cho, "Neglected Infrastructures for 6G–Underwater Communications: How Mature are They?," Elsevier Journal of Network and Computer Applications (IF: 8.0, Top: 4.7%), vol. 213, April 2023.

W. Na, N. Kim, N.-N. Dao, and S. Cho, "Machine Learning-based Communication Failure Identification Scheme for Directional Industrial IoT Networks," IEEE Systems Journal, vol. 17, no. 1, pp. 1559-1568, March 2023.

D. Lee, C. Lee, G. Jang, W. Na, and S. Cho, "Energy-Efficient Directional Charging Strategy for Wireless Rechargeable Sensor Networks," IEEE Internet of Things Journal (IF: 9.936, Top: 3.4%), vol. 9, no. 19, pp. 19034-19048, October 2022.

N.-N. Dao, D.-N. Vu, W. Na, T.-M. Hoang, D.-T. Do, and S. Cho, "Adaptive Bitrate Streaming in Multi-user Downlink NOMA Edge Caching Systems with Imperfect SIC," Elsevier Computer Networks, vol. 212, July 2022.

W. Na, N.-N. Dao, and S. Cho, "Reinforcement-Learning-Based Spatial Resource Identification for IoT D2D Communications," to appear in IEEE Systems Journal, 2021. 

D. S. Lakew, W. Na, N.-N. Dao, and S. Cho, "Aerial Energy Orchestration for Heterogeneous UAV Assisted Wireless Communications," to appear in IEEE Systems Journal, 2021. 

D.-N. Vu, N.-N. Dao, W. Na, and S. Cho, "Dynamic Resource Orchestration for Service Capability Maximization in Fog-Enabled Connected Vehicle Networks," to appear in IEEE Transactions on Cloud Computing (IF: 5.91, Top: 3.5%), 2021.  

C. Lee, W. Na, G. Jang, C. Lee, and S. Cho, "Energy-Efficient and Delay-Minimizing Charging Method with a Multiple Directional Mobile Charger," IEEE Internet of Things Journal (IF: 9.936, Top: 3.4%), vol. 8, no. 10, pp. 8291-8303, May 2021. 

N.-N. Dao, W. Na, A.-T. Tran, D. N. Nguyen, and S. Cho, "Energy-Efficient Spectrum Sensing for IoT Devices," IEEE Systems Journal, vol. 15, no.1, pp. 1077-1085, March 2021.  

N. Kim, W. Na, and S. Cho, "Dual-Channel-Based Mobile Ad Hoc Network Routing Technique For Indoor Disaster Environment," IEEE Access, July 2020.  

N. Kim, W. Na, and B. Bae, "Design and Implementation of Personalized Integrated Broadcast — Broadband Service in Terrestrial Networks," IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, vol. E103-A, no.12, pp.1621-1623, 2020.

N.-N. Dao, T.-T. Nguyen, M.-Q. Luong, T.Nguyen-Thanh, W. Na, and S. Cho, "Self-Calibrated Edge Computation for Unmodeled Time-Sensitive IoT Offloading Traffic," IEEE Access, June 2020. 

W. Na, N.-N. Dao, J. Kim, E.-S. Ryu, and S. Cho, "Simulation and Measurement: Feasibility Study of Tactile Internet Applications for mmWave Virtual Reality (VR)," ETRI Journal, vol. 42, no. 2, April 2020. 

D. S. Lakew, U. Saad, N.-N. Dao, W. Na, and S. Cho, "Routing in Flying Ad Hoc Networks: A Comprehensive Survey," IEEE Communications Surveys and Tutorials (IF: 20.6, Top: 0.32%), vol. 22, no. 2, pp. 1071-1120, March 2020.  

K.-M. Sung, W. Choi, L. Park, and W. Na, "An LSTM-based Forgery Detection Method for V2X Messages," in Proc. of MobiSec, Sapporo, Japan, December 2025.

W. Choi, K.-M. Sung, Y. Kim, L. Park, and W. Na, "High-speed detection technique for encrypted steganography using GPU," in Proc. of MobiSec, Sapporo, Japan, December 2025.

J. Park and W. Na, "DQN-based THz Beamforming Optimization in Indoor Environments," in Proc. of APCC, Osaka, Japan, November 2025.

M. Ko, G. Kim, and W. Na, "Research Trends in AI-Based Resource Optimization in Integrated Air-Ground Networks in the 6G Era," in Proc. of ICTC, Jeju, Korea, October 2025.

S. Moon, M. Lee, and W. Na, "LiDAR-Based Vehicle Density Estimation: A  Survey of Spatiotemporal Occupancy Prediction," in Proc. of ICTC, Jeju, Korea, October 2025.

C. Jung and W. Na, "Recent Communication Technologies for QoS Maintenance in V2V Communications," in Proc. of ICTC, Jeju, Korea, October 2025.

W. Choi, K.-M. Sung, Y. Kim, L. Park, and W. Na, "Error detection techniques for location -based vehicle communication messages using AI," in Proc. of MobiSec, Sapporo, Japan, December 2024.

K.-M. Sung, W. Choi, L. Park, and W. Na, "Preventing illegal tampering of road signs using steganography," in Proc. of MobiSec, Sapporo, Japan, December 2024.

D. Han and W. Na, "Analysis of Research Trends in Retransmission Techniques in Data Communications," in Proc. of ICTC, Jeju, Korea, October 2024.

J. Park and W. Na, "Application of MAC Protocol Reinforcement Learning in Wireless Network Environment," in Proc. of ICTC, Jeju, Korea, October 2024.

J. Oh, Y. Choi, C. Oh, and W. Na, "Autoencoder-based Data Compression Model Experiment for Semantic Communication," in Proc. of ICOIN, Ho Chi Minh City, Vietnam, January 2024.

D. Han and W. Na, "Enhancing Wireless Data Transmission: A GAN-based Approach for Time Series Data Restoration," in Proc. of ICOIN, Ho Chi Minh City, Vietnam, January 2024.

J. Lee and W. Na, "A Survey on Vehicular Edge Computing Architectures," in Proc. of ICTC, Jeju, Korea, October 2022.

Y. Im, J. Kim, J. Ko, J. Kim and W. Na, "Research on Automatic Balance Patch Technology Through AI Analysis," in Proc. of ICTC, Jeju, Korea, October 2022.

J. Kim, B. Park, J. Lee, H. Jang and W. Na, "Application Arduino-based Unmanned Calculation System," in Proc. of ICTC, Jeju, Korea, October 2022.

J. Lee and W. Na, "A Survey on Mobile Edge Computing Architectures for Deep Learning Models," in Proc. of ICTC, Jeju, Korea, October 2022.

J. Lee and W. Na, "A Survey on Vehicular Communication Methods," in Proc. of ICTC, Jeju, Korea, October 2022.

T.-H. Nguyen, T. P. Truong, N.-N. Dao, W. Na, H. Park, and L. Park, "Deep Reinforcement Learning-based Partial Task Offloading in High Altitude Platform-aided Vehicular Networks ," in Proc. of ICTC, Jeju, Korea, October 2022.

H. Choi, D. Han, and W. Na, "Research Challenge on MPTCP in 5G/6G Networks," in Proc. of ICTC, Jeju, Korea, October 2022.

Y. Lee, D. Lee, J. Oh, L. Park, W. Na, and S. Cho, "Endorsement Policy for Industrial Internet of Thing with Private Blockchain," in Proc. of ICTC, Jeju, Korea, October 2021.

W. Na and L. Park, "Research Challenges on Transport Layer for Delay-Sensitive Application," in Proc. of PlatCon, Jeju, Korea, August 2021. 

Q.-D. Pham, T.-H. Do, N.-N. Dao, W. Na, C. Lee, and S. Cho, "Feasible Study of Cube Sensing Organization Map for Cognitive Spectrum Allocation," in Proc. of ICOIN, Jeju, Korea, January 2021.

W. Na, "Deep-learning Based Deafness Aware Scheme for mmWave D2D Communications," in Proc. of ICOIN, Jeju, Korea, January 2021.

J. An, Y. Kim, S. Eom, Y. Cha, J. Kang and W. Na, "Machine Learning-based Cavities Diagnosis System," in Proc. of ICOIN, Jeju,  Korea, January 2021.