Office
Ultra-Intelligent Computing/Communication Laboratory
School of Computer Science and Engineering
College of Software
Chung-Ang University
221 Heukseok, Dongjak, Seoul, 156-756 South Korea

E-mail: tvnguyen at uclab.re.kr

Fax: +822 820-5301

Webpage: http://uc.cse.cau.ac.kr/tvnguyen.html

Research Interests :

• Wireless Communication
  
• Optimization
  
• Machine Learning
  

Education :

• B.S.: University of Science, Vietnam National University, Hochiminh City, Viet Nam, August 2016.
• M.S.: Chung-Ang University, Seoul, Republic of Korea, February 2021.

International Journals
• D.-T. Hua, Q.-T. Do, N.-N. Dao, T.-V. Nguyen, D. S. Lakew, and S. Cho, "Learning-based Reconfigurable Intelligent Surface-aided Rate-Splitting Multiple Access Networks," IEEE Internet of Things Journal , vol. 10, no. 20, pp. 17603-17619, October 2023. (IF: 10.238, Top 5.49%) [PDF] [IEEE Xplore]
• T. M. T. Nguyen, T.-V. Nguyen, W. Noh, and S. Cho, "Energy-Efficient and Low-Complexity Transmission Control with SWIPT-NOMA for Green Cellular Networks," IEEE Transactions on Wireless Communications, vol. 22, no. 10, pp. 6673 - 6690, 2023. (IF: 8.346, Top 9.57%) [PDF] [IEEE Xplore]
• T.-V. Nguyen, T. P. Truong, T. M. T. Nguyen, W. Noh, and S. Cho, "Achievable Rate Analysis of Two-Hop Interference Channel with Coordinated IRS Relay," IEEE Transactions on Wireless Communications , vol. 21, no. 9, pp. 7055-7071, September 2022. (IF: 8.346, Top 9.57%) [PDF] [IEEE Xplore]
• T.-V. Nguyen, N.-N. Dao, V. D. Tuong, W. Noh, and S. Cho, "User-Aware and Flexible Proactive Caching using LSTM and Ensemble Learning in IoT-MEC Networks," IEEE Internet of Things Journal, vol. 9, no. 5, pp. 3251-3269, March 2022. (IF: 10.238, Top 5.49%) [PDF] [IEEE Xplore]
• V. D. Tuong, T. P. Truong, T.-V. Nguyen, W. Noh, and S. Cho, "Partial Computation Offloading in NOMA-Assisted Mobile Edge Computing Systems Using Deep Reinforcement Learning," IEEE Internet of Things Journal, vol. 8, no. 17, pp. 13196-13208, September 2021. (IF: 10.238, Top 5.49%) [PDF] [IEEE Xplore]

International Conferences
• T.P. Truong, T.M.T. Nguyen, T.V. Nguyen, N.-N. Dao, and S. Cho, "RSMA for Uplink MIMO Systems: DRL-based Achievable System Sum Rate Maximization," in Proc. of IEEE GLOBECOM Workshop, Kuala Lumpur, Malaysia, December 2023. [PDF] [IEEE Xplore]
• C. M. Ho, T. V. Nguyen, C. Lee, T. M. T. Nguyen, and S. Cho, "Cooperative User Relaying with RSMA for 6G Networks: Overview, Research, and Future Trends," in Proc. of ICOIN, Bangkok, Thailand, January 2023. [PDF] [IEEE Xplore]
• N.-P. Tran, N.-N. Dao, Q. T. Do, T.-V. Nguyen, and S. Cho, "Privacy-Preserving Traffic Flow Prediction: A Split Learning Approach," in Proc. of ICOIN, Bangkok, Thailand, January 2023. [PDF] [IEEE Xplore]
• T. V. Nguyen, T. M. T. Nguyen, D. T. Hua, N. P. Tran, and S. Cho, "A Survey on Passive Beamforming using Statistical State Information in Intelligent Reflecting Surface Assisted Networks," in Proc. of ICTC , Jeju, Korea, October, 2022. [PDF] [IEEE Xplore]
• T. M. T. Nguyen, T. V. Nguyen, D. T. Hua, N. P. Tran, and S. Cho, "A Survey on Intelligent Reflecting Surface-aided Non-Orthogonal Multiple Access Networks," in Proc. of ICTC , Jeju, Korea, October, 2022. [PDF] [IEEE Xplore]
• G. Woraphonbenjakul, Y. Lee, C. Lee, A. Masood, T. M. T. Nguyen, T. V. Nguyen, A.-T. Tran, and S. Cho, "Analysis of Base Station Location Impact on Performance of LEACH Protocol in Wireless Sensor Networks," in Proc. of ICTC , Jeju, Korea, October, 2022. [PDF] [IEEE Xplore]
• T. T. H. Pham, T. V. Nguyen, and S. Cho, "Intelligent Beamforming Design in mmWave mMIMO: A Reinforcement Learning Approach," in Proc. of ICTC , Jeju, Korea, October, 2022. [PDF] [IEEE Xplore]
• N.-P. Tran, N.-N. Dao, T.-V. Nguyen, and S. Cho, "Privacy-Preserving Learning Models for Communication: A tutorial on Advanced Split Learning," in Proc. of ICTC , Jeju, Korea, October, 2022. [PDF] [IEEE Xplore]
• D. T. Hua, Q. T. Do, T. V. Nguyen, C. M. Ho, and S. Cho, "Trajectory Design in multi-UAV-assisted RSMA Downlink Communication," in Proc. of ICTC , Jeju, Korea, October, 2022. [PDF] [IEEE Xplore]
• T. P. Truong, A.-T. Tran, T. M. Y. Nguyen, T.-V. Nguyen, A. Masood, and S. Cho, "MEC-Enhanced Aerial Serving Networks via HAP:A Deep Reinforcement Learning Approach," in Proc. of IEEE International Conference on Information Networking (ICOIN), Jeju, Korea, January, 2022. [PDF] [IEEE Xplore]
• A. Masood, T.-V. Nguyen, and S. Cho, "Deep Regression Model for Videos Popularity Prediction in Mobile Edge Caching Networks," in Proc. of ICOIN, Jeju, Korea, January, 2021. [PDF] [IEEE Xplore]
• A.-T. Tran, D.S. Lakew, T.-V. Nguyen, V. D. Tuong, T.P. Truong, N.-N. Dao, and S. Cho, "Hit Ratio and Latency Optimization for Caching Systems: A Survey," in Proc. of ICOIN, Jeju, Korea, January, 2021. [PDF] [IEEE Xplore]
• T.-V. Nguyen, V. D. Tuong, T.P. Truong, D.S. Lakew, C. Lee, Y. Lee, and S. Cho, "User-Preference-based Proactive Caching in Edge Networks," in Proc. of ICOIN, Jeju, Korea, January, 2021. [PDF] [IEEE Xplore]
• N. Kim, Y. Lee, C. Lee, T.-V. Nguyen, V. D. Tuong, and S. Cho, "GPU-specific Task Offloading in the Mobile Edge Computing Network," in Proc. of ICTC, Jeju, Korea, October 2020. [PDF] [IEEE Xplore]
• A.-T. Tran, T.-V. Nguyen, V.-D. Tuong, N.-N. Dao, and S. Cho, “On Stalling Minimization of Adaptive Bitrate Video Services in Edge Caching Systems," 2020 International Conference on Information Networking (ICOIN 2020), Barcelona, January, 2020. [PDF] [IEEE Xplore]