Research outputs
2026
Fair Data Trading on Blockchain Through Verifiable Proxy Re-Encryption
Ji, Z., Zhang, J., Man, K. L., Guan, S., & Huynh, N. V. (2026). Fair Data Trading on Blockchain Through Verifiable Proxy Re-Encryption. IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 13(1), 235-250. doi:10.1109/TCSS.2025.3579478
2025
Future <scp>AI</scp> ‐empowered Communications Systems
Van Huynh, N., Huynh‐The, T., & Pham, Q. (2025). Future <scp>AI</scp> ‐empowered Communications Systems. In Unknown Book (pp. 1-38). Wiley. doi:10.1002/9781394293933.ch01
Collaborative Intelligence for UAV-Satellite Network Slicing: Towards a Joint QoS-Energy-Fairness MADRL Optimization
Multi-Agent Deep Reinforcement Learning for Collaborative UAV Relay Networks under Jamming Atatcks
Quantum Reinforcement Learning for 6G and Beyond Wireless Networks
Securing MIMO Wiretap Channel With DDPG-Based Friendly Jamming Under Non-Differentiable Channel
Tuan, B. M., Nguyen, D. N., Trung, N. L., Nguyen, V. -D., Huynh, N. V., Thai Hoang, D., . . . Dutkiewicz, E. (2025). Securing MIMO Wiretap Channel With DDPG-Based Friendly Jamming Under Non-Differentiable Channel. In 2025 IEEE International Conference on Communications Workshops (ICC Workshops) (pp. 1532-1537). IEEE. doi:10.1109/iccworkshops67674.2025.11162437
Enabling technologies for Web 3.0: A comprehensive survey
Hassan, M. A., Jamshidi, M. B., Manh, B. D., Chu, N. H., Nguyen, C. -H., Hieu, N. Q., . . . Dutkiewicz, E. (2025). Enabling technologies for Web 3.0: A comprehensive survey. COMPUTER NETWORKS, 264. doi:10.1016/j.comnet.2025.111242
Securing MIMO Wiretap Channel With Learning Based Friendly Jamming under Imperfect CSI
Tuan, B. M., Nguyen, D. N., Trung, N. L., Nguyen, V. -D., Huynh, N. V., Hoang, D. T., . . . Dutkiewicz, E. (2025). Securing MIMO Wiretap Channel With Learning Based Friendly Jamming under Imperfect CSI. IEEE Internet of Things Journal, 1. doi:10.1109/jiot.2025.3536702
A Hybrid Quantum-Classical Autoencoder Framework for End-to-End Communication Systems
Zhang, B., Zheng, G., & Van Huynh, N. (2025). A Hybrid Quantum-Classical Autoencoder Framework for End-to-End Communication Systems. IEEE WIRELESS COMMUNICATIONS LETTERS, 14(3), 806-810. doi:10.1109/LWC.2024.3524330
Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey
Vu, T. -H., Kumar Jagatheesaperumal, S., Nguyen, M. -D., Van Huynh, N., Kim, S., & Pham, Q. -V. (2025). Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey. IEEE INTERNET OF THINGS JOURNAL, 12(2), 1266-1290. doi:10.1109/JIOT.2024.3487627
DDPG-E2E: A Novel Policy Gradient Approach for End-to-End Communication Systems
Zhang, B., Van Huynh, N., Thai Hoang, D., Nguyen, D. N., & Pham, Q. -V. (2025). DDPG-E2E: A Novel Policy Gradient Approach for End-to-End Communication Systems. IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, 11(3), 1738-1751. doi:10.1109/TCCN.2024.3485648
Defeating Eavesdropping Attacks with Inter-Cell Interference and Deep Reinforcement Learning
Van Huynh, N., Nguycn, D. N., Mucchi, L., Caputo, S., Piccardi, M., Hoang, D. T., & Dutkiewicz, E. (2025). Defeating Eavesdropping Attacks with Inter-Cell Interference and Deep Reinforcement Learning. In 2025 IEEE Wireless Communications and Networking Conference (WCNC) (pp. 1-6). IEEE. doi:10.1109/wcnc61545.2025.10978354
Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems
Tran, D. -H., Waheed, N., Saputra, Y. M., Lin, X., Nguyen, C. T., Abdu, T. S., . . . Huynh, N. V. (2025). Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems. IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY, 6, 6866-6911. doi:10.1109/OJCOMS.2025.3599866
Network Energy Saving for 6G and Beyond: A Deep Reinforcement Learning Approach
Tran, D. -H., Van Huynh, N., Kaada, S., Vo, V. N., Lagunas, E., & Chatzinotas, S. (2025). Network Energy Saving for 6G and Beyond: A Deep Reinforcement Learning Approach. In 2025 IEEE Wireless Communications and Networking Conference (WCNC) (pp. 1-6). IEEE. doi:10.1109/wcnc61545.2025.10978758
2024
Generative AI for Physical Layer Communications: A Survey
Huynh, N. V., Wang, J., Du, H., Hoang, D. T., Niyato, D., Nguyen, D. N., . . . Letaief, K. B. (2024). Generative AI for Physical Layer Communications: A Survey. IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, 10(3), 706-728. doi:10.1109/TCCN.2024.3384500
A Universal Deep Neural Network for Signal Detection in Wireless Communication Systems
Albagami, K., Van Huynh, N., & Ye Li, G. (2024). A Universal Deep Neural Network for Signal Detection in Wireless Communication Systems. In 2024 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) (pp. 1-6). IEEE. doi:10.1109/icmlcn59089.2024.10624797
Countering Eavesdroppers With Meta-Learning-Based Cooperative Ambient Backscatter Communications
Chu, N. H., Huynh, N. V., Nguyen, D. N., Hoang, D. T., Gong, S., Shu, T., . . . Phan, K. T. (2024). Countering Eavesdroppers With Meta-Learning-Based Cooperative Ambient Backscatter Communications. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 23(10), 13678-13693. doi:10.1109/TWC.2024.3403964
Emerging Technologies for 6G Non-Terrestrial-Networks: From Academia to Industrial Applications
Nguyen, C. T., Saputra, Y. M., Huynh, N. V., Nguyen, T. N., Hoang, D. T., Nguyen, D. N., . . . Tran, D. -H. (2024). Emerging Technologies for 6G Non-Terrestrial-Networks: From Academia to Industrial Applications. IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY, 5, 3852-3885. doi:10.1109/OJCOMS.2024.3418574
Machine Learning for Smart Healthcare Management Using IoT
Yigit, Y., Duran, K., Moradpoor, N., Maglaras, L., Van Huynh, N., & Canberk, B. (2024). Machine Learning for Smart Healthcare Management Using IoT. In Studies in Computational Intelligence (pp. 135-166). Springer Nature Singapore. doi:10.1007/978-981-97-5624-7_4
2023
Distributed-Training-and-Execution Multi-Agent Reinforcement Learning for Power Control in HetNet
Xu, K., Huynh, N. V., & Li, G. Y. (2023). Distributed-Training-and-Execution Multi-Agent Reinforcement Learning for Power Control in HetNet. IEEE TRANSACTIONS ON COMMUNICATIONS, 71(10), 5893-5903. doi:10.1109/TCOMM.2023.3300331
Joint Speed Control and Energy Replenishment Optimization for UAV-Assisted IoT Data Collection With Deep Reinforcement Transfer Learning
Chu, N. H., Hoang, D. T., Nguyen, D. N., Huynh, N. V., & Dutkiewicz, E. (2023). Joint Speed Control and Energy Replenishment Optimization for UAV-Assisted IoT Data Collection With Deep Reinforcement Transfer Learning. IEEE INTERNET OF THINGS JOURNAL, 10(7), 5778-5793. doi:10.1109/JIOT.2022.3151201
Defeating Eavesdroppers with Ambient Backscatter Communications
Nguyen, V. H., Nguyen, Q. H., Chu, N. H., Nguyen, D. N., Dinh, T. H., & Dutkiewicz, E. (2023). Defeating Eavesdroppers with Ambient Backscatter Communications. In 2023 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC. doi:10.1109/WCNC55385.2023.10118774
Deep Deterministic Policy Gradient for End-to-End Communication Systems without Prior Channel Knowledge
Zhang, B., & Van Huynh, N. (2023). Deep Deterministic Policy Gradient for End-to-End Communication Systems without Prior Channel Knowledge. In IEEE CONFERENCE ON GLOBAL COMMUNICATIONS, GLOBECOM (pp. 5677-5682). doi:10.1109/GLOBECOM54140.2023.10436824
Deep Reinforcement Learning for Wireless Communications and Networking
Hoang, D. T., Huynh, N. V., Nguyen, D. N., Hossain, E., & Niyato, D. (2023). Deep Reinforcement Learning for Wireless Communications and Networking. Wiley. doi:10.1002/9781119873747
2022
Transfer Learning for Signal Detection in Wireless Networks
Huynh, N. V., & Li, G. Y. (2022). Transfer Learning for Signal Detection in Wireless Networks. IEEE WIRELESS COMMUNICATIONS LETTERS, 11(11), 2325-2329. doi:10.1109/LWC.2022.3202117
Defeating Super-Reactive Jammers With Deception Strategy: Modeling, Signal Detection, and Performance Analysis
Van Huynh, N., Nguyen, D. N., Hoang, D. T., Vu, T. X., Dutkiewicz, E., & Chatzinotas, S. (2022). Defeating Super-Reactive Jammers With Deception Strategy: Modeling, Signal Detection, and Performance Analysis. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 21(9), 7374-7390. doi:10.1109/TWC.2022.3158189
Transfer Learning for Wireless Networks: A Comprehensive Survey
Nguyen, C. T., Van Huynh, N., Chu, N. H., Saputra, Y. M., Hoang, D. T., Nguyen, D. N., . . . Hwang, W. -J. (2022). Transfer Learning for Wireless Networks: A Comprehensive Survey. PROCEEDINGS OF THE IEEE, 110(8), 1073-1115. doi:10.1109/JPROC.2022.3175942
Joint Coding and Scheduling Optimization for Distributed Learning Over Wireless Edge Networks
Nguyen, V. H., Dinh, T. H., Nguyen, D. N., & Dutkiewicz, E. (2022). Joint Coding and Scheduling Optimization for Distributed Learning Over Wireless Edge Networks. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 40(2), 484-498. doi:10.1109/JSAC.2021.3118432
2021
DeepFake: Deep Dueling-Based Deception Strategy to Defeat Reactive Jammers
Van Huynh, N., Hoang, D. T., Nguyen, D. N., & Dutkiewicz, E. (2021). DeepFake: Deep Dueling-Based Deception Strategy to Defeat Reactive Jammers. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 20(10), 6898-6914. doi:10.1109/TWC.2021.3078439
Time Scheduling and Energy Trading for Heterogeneous Wireless-Powered and Backscattering-Based IoT Networks
Nguyen, N. -T., Nguyen, D. N., Hoang, D. T., Van Huynh, N., Dutkiewicz, E., Nguyen, N. -H., & Nguyen, Q. -T. (2021). Time Scheduling and Energy Trading for Heterogeneous Wireless-Powered and Backscattering-Based IoT Networks. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 20(10), 6835-6851. doi:10.1109/TWC.2021.3077018
Optimal Beam Association for High Mobility mmWave Vehicular Networks: Lightweight Parallel Reinforcement Learning Approach
Van Huynh, N., Nguyen, D. N., Hoang, D. T., & Dutkiewicz, E. (2021). Optimal Beam Association for High Mobility mmWave Vehicular Networks: Lightweight Parallel Reinforcement Learning Approach. IEEE TRANSACTIONS ON COMMUNICATIONS, 69(9), 5948-5961. doi:10.1109/TCOMM.2021.3088305
Defeating Reactive Jammers with Deep Dueling-based Deception Mechanism
Van Huynh, N., Nguyen, D. N., Hoang, D. T., & Dutkiewicz, E. (2021). Defeating Reactive Jammers with Deep Dueling-based Deception Mechanism. In IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2021). doi:10.1109/ICC42927.2021.9500391
Dynamic Optimal Coding and Scheduling for Distributed Learning over Wireless Edge Networks
Nguyen, V. H., Dinh, T. H., Nguyen, D. N., & Dutkiewicz, E. (2021). Dynamic Optimal Coding and Scheduling for Distributed Learning over Wireless Edge Networks. In 2021 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM). doi:10.1109/GLOBECOM46510.2021.9685719
Fast or Slow: An Autonomous Speed Control Approach for UAV-assisted IoT Data Collection Networks
Chu, N. H., Dinh, T. H., Nguyen, D. N., Nguyen, V. H., & Dutkiewicz, E. (2021). Fast or Slow: An Autonomous Speed Control Approach for UAV-assisted IoT Data Collection Networks. In 2021 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC). doi:10.1109/WCNC49053.2021.9417563
2020
Optimal Beam Association in mmWave Vehicular Networks with Parallel Reinforcement Learning
Nguyen, V. H., Nguyen, D. N., Dinh, T. H., & Dutkiewicz, E. (2020). Optimal Beam Association in mmWave Vehicular Networks with Parallel Reinforcement Learning. In 2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM). doi:10.1109/GLOBECOM42002.2020.9348240
Enabling and Emerging Technologies for Social Distancing: A Comprehensive Survey and Open Problems
Time Scheduling and Energy Trading for Heterogeneous Wireless-Powered and Backscattering-based IoT Networks
Defeating Smart and Reactive Jammers with Unlimited Power
Nguyen, V. H., Dinh, T. H., Nguyen, D. N., Dutkiewicz, E., & Mueck, M. (2020). Defeating Smart and Reactive Jammers with Unlimited Power. In 2020 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC). doi:10.1109/wcnc45663.2020.9120650
Ambient Backscatter: A Novel Method to Defend Jamming Attacks for Wireless Networks
Van Huynh, N., Nguyen, D. N., Thai Hoang, D., Dutkiewicz, E., & Mueck, M. (2020). Ambient Backscatter: A Novel Method to Defend Jamming Attacks for Wireless Networks. IEEE WIRELESS COMMUNICATIONS LETTERS, 9(2), 175-178. doi:10.1109/LWC.2019.2947417
Defeating Jamming Attacks with Ambient Backscatter Communications
Huynh, N. V., Nguyen, D. N., Hoang, D. T., Dutkiewicz, E., Mueck, M., & Srikanteswara, S. (2020). Defeating Jamming Attacks with Ambient Backscatter Communications. In 2020 International Conference on Computing, Networking and Communications (ICNC) (pp. 405-409). IEEE. doi:10.1109/icnc47757.2020.9049826
A Comprehensive Survey of Enabling and Emerging Technologies for Social Distancing-Part I: Fundamentals and Enabling Technologies
Nguyen, C. T., Saputra, Y. M., Huynh, N. V., Nguyen, N. -T., Khoa, T. V., Tuan, B. M., . . . Ottersten, B. (2020). A Comprehensive Survey of Enabling and Emerging Technologies for Social Distancing-Part I: Fundamentals and Enabling Technologies. IEEE ACCESS, 8, 153479-153507. doi:10.1109/ACCESS.2020.3018140
A Comprehensive Survey of Enabling and Emerging Technologies for Social Distancing-Part II: Emerging Technologies and Open Issues
Nguyen, C. T., Saputra, Y. M., Van Huynh, N., Nguyen, N. -T., Khoa, T. V., Tuan, B. M., . . . Ottersten, B. (2020). A Comprehensive Survey of Enabling and Emerging Technologies for Social Distancing-Part II: Emerging Technologies and Open Issues. IEEE ACCESS, 8, 154209-154236. doi:10.1109/ACCESS.2020.3018124
Ambient Backscatter Communication Networks
Hoang, D. T., Niyato, D., Kim, D. I., Huynh, N. V., & Gong, S. (2020). Ambient Backscatter Communication Networks. doi:10.1017/9781108691383
Energy Trading and Time Scheduling for Energy-Efficient Heterogeneous Low-Power IoT Networks
Ngoc-Tan, N., Nguyen, D. N., Dinh, T. H., Nguyen, V. H., Hoang-Nam, N., Quoc, T. N., & Dutkiewicz, E. (2020). Energy Trading and Time Scheduling for Energy-Efficient Heterogeneous Low-Power IoT Networks. In 2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM). doi:10.1109/GLOBECOM42002.2020.9322418
2019
"Jam Me If You Can:" Defeating Jammer With Deep Dueling Neural Network Architecture and Ambient Backscattering Augmented Communications
Nguyen, V. H., Nguyen, D. N., Dinh, T. H., & Dutkiewicz, E. (2019). "Jam Me If You Can:" Defeating Jammer With Deep Dueling Neural Network Architecture and Ambient Backscattering Augmented Communications. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 37(11), 2603-2620. doi:10.1109/JSAC.2019.2933889
Optimal and Low-Complexity Dynamic Spectrum Access for RF-Powered Ambient Backscatter System With Online Reinforcement Learning
Nguyen, V. H., Dinh, T. H., Nguyen, D. N., Dutkiewicz, E., Niyato, D., & Wang, P. (2019). Optimal and Low-Complexity Dynamic Spectrum Access for RF-Powered Ambient Backscatter System With Online Reinforcement Learning. IEEE TRANSACTIONS ON COMMUNICATIONS, 67(8), 5736-5752. doi:10.1109/TCOMM.2019.2913871
Optimal and Fast Real-Time Resource Slicing With Deep Dueling Neural Networks
Nguyen, V. H., Dinh, T. H., Nguyen, D. N., & Dutkiewicz, E. (2019). Optimal and Fast Real-Time Resource Slicing With Deep Dueling Neural Networks. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 37(6), 1455-1470. doi:10.1109/JSAC.2019.2904371
Energy Management and Time Scheduling for Heterogeneous IoT Wireless-Powered Backscatter Networks
Ngoc-Tan, N., Nguyen, V. H., Dinh, T. H., Nguyen, D. N., Nam-Hoang, N., Quoc-Tuan, N., & Dutkiewicz, E. (2019). Energy Management and Time Scheduling for Heterogeneous IoT Wireless-Powered Backscatter Networks. In ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC). doi:10.1109/ICC.2019.8761314
Real-Time Network Slicing with Uncertain Demand: A Deep Learning Approach
Nguyen, V. H., Dinh, T. H., Nguyen, D. N., & Dutkiewicz, E. (2019). Real-Time Network Slicing with Uncertain Demand: A Deep Learning Approach. In ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC). doi:10.1109/ICC.2019.8761907
2018
Ambient Backscatter Communications: A Contemporary Survey
Nguyen, V. H., Dinh, T. H., Lu, X., Niyato, D., Wang, P., & Kim, D. I. (2018). Ambient Backscatter Communications: A Contemporary Survey. IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 20(4), 2889-2922. doi:10.1109/COMST.2018.2841964
Optimal Time Scheduling for Wireless-Powered Backscatter Communication Networks
Nguyen, V. H., Dinh, T. H., Niyato, D., Wang, P., & Kim, D. I. (2018). Optimal Time Scheduling for Wireless-Powered Backscatter Communication Networks. IEEE WIRELESS COMMUNICATIONS LETTERS, 7(5), 820-823. doi:10.1109/LWC.2018.2827983
Offloading Energy Efficiency with Delay Constraint for Cooperative Mobile Edge Computing Networks
Vu, T. T., Nguyen, V. H., Dinh, T. H., Nguyen, D. N., & Dutkiewicz, E. (2018). Offloading Energy Efficiency with Delay Constraint for Cooperative Mobile Edge Computing Networks. In 2018 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM). Retrieved from https://www.webofscience.com/
Reinforcement Learning Approach for RF-Powered Cognitive Radio Network with Ambient Backscatter
Nguyen, V. H., Dinh, T. H., Nguyen, D. N., Dutkiewicz, E., Niyato, D., & Wang, P. (2018). Reinforcement Learning Approach for RF-Powered Cognitive Radio Network with Ambient Backscatter. In 2018 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM). doi:10.1109/GLOCOM.2018.8647862
2017
Joint network embedding and server dynamic data center virtualization consolidation for energy-efficient
Tran, M. N., Nguyen, H. T., Hoang, T. H., Nguyen, T. M., Nguyen, V. H., & Tuan, H. D. (2017). Joint network embedding and server dynamic data center virtualization consolidation for energy-efficient. COMPUTER NETWORKS, 125, 76-89. doi:10.1016/j.comnet.2017.06.007
Physical-Virtual Topological Visualization of OF@TEIN SDN-enabled Multi-site Cloud
Usman, M., Risdianto, A. C., Han, J., Kim, J., & Nguyen, V. H. (2017). Physical-Virtual Topological Visualization of OF@TEIN SDN-enabled Multi-site Cloud. In 2017 31ST INTERNATIONAL CONFERENCE ON INFORMATION NETWORKING (ICOIN) (pp. 622-624). Retrieved from https://www.webofscience.com/
Reducing Middle Nodes Mapping Algorithm for Energy Efficiency in Network Virtualization
Tran, M. N., Nguyen, V. H., & Nguyen, H. T. (2017). Reducing Middle Nodes Mapping Algorithm for Energy Efficiency in Network Virtualization. In Unknown Book (Vol. 538, pp. 500-509). doi:10.1007/978-3-319-49073-1_54
2016
An Energy-Aware Embedding Algorithm for Virtual Data Centers
Tran, M. N., Nguyen, V. H., Le, Q. D., & Nguyen, H. T. (2016). An Energy-Aware Embedding Algorithm for Virtual Data Centers. In 2016 28TH INTERNATIONAL TELETRAFFIC CONGRESS (ITC 28), VOL 1 (pp. 18-25). Retrieved from https://www.webofscience.com/
2015
A generalized resource allocation framework in support of multi-layer virtual network embedding based on SDN
Huu, T. N., Anh, V. V., Duc, L. N., Van, H. N., Manh, N. T., Quynh, T. N., . . . Magedanz, T. (2015). A generalized resource allocation framework in support of multi-layer virtual network embedding based on SDN. COMPUTER NETWORKS, 92, 251-269. doi:10.1016/j.comnet.2015.09.042
Constructing Energy-Aware Software-Defined Network Virtualization
Tran, N. M., Nguyen, T. H., Nguyen, V. H., Kim, L. B., Nguyen, L. D., Nguyen, H. V., & Nguyen, C. V. (2015). Constructing Energy-Aware Software-Defined Network Virtualization. Proceedings of the Asia-Pacific Advanced Network, 40(0), 14. doi:10.7125/40.3