2024
Van Huynh, N., 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.2024.3384500DOI: 10.1109/tccn.2024.3384500
Chu, N. H., Van Huynh, N., 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, 1. doi:10.1109/twc.2024.3403964DOI: 10.1109/twc.2024.3403964
Emerging Technologies for 6G Non-Terrestrial-Networks: From Academia to Industrial Applications (Journal article)
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, 1. doi:10.1109/ojcoms.2024.3418574DOI: 10.1109/ojcoms.2024.3418574
2023
Deep Deterministic Policy Gradient for End-to-End Communication Systems without Prior Channel Knowledge (Conference Paper)
Zhang, B., & Van Huynh, N. (2023). Deep Deterministic Policy Gradient for End-to-End Communication Systems without Prior Channel Knowledge. In GLOBECOM 2023 - 2023 IEEE Global Communications Conference. IEEE. doi:10.1109/globecom54140.2023.10436824DOI: 10.1109/globecom54140.2023.10436824
Distributed-Training-and-Execution Multi-Agent Reinforcement Learning for Power Control in HetNet (Journal article)
Xu, K., Van Huynh, N., & 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.2023.3300331DOI: 10.1109/tcomm.2023.3300331
Joint Speed Control and Energy Replenishment Optimization for UAV-Assisted IoT Data Collection With Deep Reinforcement Transfer Learning (Journal article)
Chu, N. H., Hoang, D. T., Nguyen, D. N., Van Huynh, N., & 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.2022.3151201DOI: 10.1109/jiot.2022.3151201
Defeating Eavesdroppers with Ambient Backscatter Communications (Conference Paper)
Huynh, N. V., Quang Hieu, N., Chu, N. H., Nguyen, D. N., Hoang, D. T., & Dutkiewicz, E. (2023). Defeating Eavesdroppers with Ambient Backscatter Communications. In 2023 IEEE Wireless Communications and Networking Conference (WCNC). IEEE. doi:10.1109/wcnc55385.2023.10118774DOI: 10.1109/wcnc55385.2023.10118774
Deep Reinforcement Learning for Wireless Communications and Networking (Book)
Hoang, D. T., Huynh, N. V., Nguyen, D. N., Hossain, E., & Niyato, D. (2023). Deep Reinforcement Learning for Wireless Communications and Networking. Wiley. doi:10.1002/9781119873747DOI: 10.1002/9781119873747
2022
Transfer Learning for Signal Detection in Wireless Networks (Journal article)
Van Huynh, N., & Li, G. Y. (2022). Transfer Learning for Signal Detection in Wireless Networks. IEEE Wireless Communications Letters, 11(11), 2325-2329. doi:10.1109/lwc.2022.3202117DOI: 10.1109/lwc.2022.3202117
Transfer Learning for Wireless Networks: A Comprehensive Survey (Journal article)
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.2022.3175942DOI: 10.1109/jproc.2022.3175942
Joint Coding and Scheduling Optimization for Distributed Learning Over Wireless Edge Networks (Journal article)
Van Huynh, N., Hoang, D. T., 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.2021.3118432DOI: 10.1109/jsac.2021.3118432
Defeating Super-Reactive Jammers With Deception Strategy: Modeling, Signal Detection, and Performance Analysis (Journal article)
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.2022.3158189DOI: 10.1109/twc.2022.3158189
2021
DeepFake: Deep Dueling-Based Deception Strategy to Defeat Reactive Jammers (Journal article)
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.2021.3078439DOI: 10.1109/twc.2021.3078439
Time Scheduling and Energy Trading for Heterogeneous Wireless-Powered and Backscattering-Based IoT Networks (Journal article)
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.2021.3077018DOI: 10.1109/twc.2021.3077018
Optimal Beam Association for High Mobility mmWave Vehicular Networks: Lightweight Parallel Reinforcement Learning Approach (Journal article)
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.2021.3088305DOI: 10.1109/tcomm.2021.3088305
Defeating Reactive Jammers with Deep Dueling-based Deception Mechanism (Conference Paper)
Van Huynh, N., Nguyen, D. N., Hoang, D. T., & Dutkiewicz, E. (2021). Defeating Reactive Jammers with Deep Dueling-based Deception Mechanism. In ICC 2021 - IEEE International Conference on Communications. IEEE. doi:10.1109/icc42927.2021.9500391DOI: 10.1109/icc42927.2021.9500391
Fast or Slow: An Autonomous Speed Control Approach for UAV-assisted IoT Data Collection Networks (Conference Paper)
Chu, N. H., Hoang, D. T., Nguyen, D. N., Huynh, N. V., & 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). IEEE. doi:10.1109/wcnc49053.2021.9417563DOI: 10.1109/wcnc49053.2021.9417563
Dynamic Optimal Coding and Scheduling for Distributed Learning over Wireless Edge Networks (Conference Paper)
Van Huynh, N., Hoang, D. T., 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). IEEE. doi:10.1109/globecom46510.2021.9685719DOI: 10.1109/globecom46510.2021.9685719
2020
Optimal Beam Association in mmWave Vehicular Networks with Parallel Reinforcement Learning (Conference Paper)
Van Huynh, N., Nguyen, D. N., Hoang, D. T., & Dutkiewicz, E. (2020). Optimal Beam Association in mmWave Vehicular Networks with Parallel Reinforcement Learning. In GLOBECOM 2020 - 2020 IEEE Global Communications Conference. IEEE. doi:10.1109/globecom42002.2020.9348240DOI: 10.1109/globecom42002.2020.9348240
Defeating Smart and Reactive Jammers with Unlimited Power (Conference Paper)
Huynh, N. V., Hoang, D. T., 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). IEEE. doi:10.1109/wcnc45663.2020.9120650DOI: 10.1109/wcnc45663.2020.9120650
Ambient Backscatter Communication Networks (Book)
Hoang, D. T., Niyato, D., Kim, D. I., Huynh, N. V., & Gong, S. (2020). Ambient Backscatter Communication Networks. Cambridge University Press. doi:10.1017/9781108691383DOI: 10.1017/9781108691383
Ambient Backscatter: A Novel Method to Defend Jamming Attacks for Wireless Networks (Journal article)
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.2019.2947417DOI: 10.1109/lwc.2019.2947417
Defeating Jamming Attacks with Ambient Backscatter Communications (Conference Paper)
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). IEEE. doi:10.1109/icnc47757.2020.9049826DOI: 10.1109/icnc47757.2020.9049826
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 : practical innovations, open solutions, 8, 153479-153507. doi:10.1109/access.2020.3018140DOI: 10.1109/access.2020.3018140
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 : practical innovations, open solutions, 8, 154209-154236. doi:10.1109/access.2020.3018124DOI: 10.1109/access.2020.3018124
Energy Trading and Time Scheduling for Energy-Efficient Heterogeneous Low-Power IoT Networks (Conference Paper)
Nguyen, N. -T., Nguyen, D. N., Hoang, D. T., Van Huynh, N., Nguyen, H. -N., Nguyen, Q. T., & Dutkiewicz, E. (2020). Energy Trading and Time Scheduling for Energy-Efficient Heterogeneous Low-Power IoT Networks. In GLOBECOM 2020 - 2020 IEEE Global Communications Conference. IEEE. doi:10.1109/globecom42002.2020.9322418DOI: 10.1109/globecom42002.2020.9322418
2019
“Jam Me If You Can:” Defeating Jammer With Deep Dueling Neural Network Architecture and Ambient Backscattering Augmented Communications (Journal article)
Van Huynh, N., Nguyen, D. N., Hoang, D. T., & 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.2019.2933889DOI: 10.1109/jsac.2019.2933889
Optimal and Low-Complexity Dynamic Spectrum Access for RF-Powered Ambient Backscatter System With Online Reinforcement Learning (Journal article)
Van Huynh, N., Hoang, D. T., 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.2019.2913871DOI: 10.1109/tcomm.2019.2913871
Optimal and Fast Real-Time Resource Slicing With Deep Dueling Neural Networks (Journal article)
Van Huynh, N., Thai Hoang, D., 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.2019.2904371DOI: 10.1109/jsac.2019.2904371
Energy Management and Time Scheduling for Heterogeneous IoT Wireless-Powered Backscatter Networks (Conference Paper)
Nguyen, N. -T., Van Huynh, N., Hoang, D. T., Nguyen, D. N., Nguyen, N. -H., Nguyen, Q. -T., & 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). IEEE. doi:10.1109/icc.2019.8761314DOI: 10.1109/icc.2019.8761314
Real-Time Network Slicing with Uncertain Demand: A Deep Learning Approach (Conference Paper)
Van Huynh, N., Hoang, D. T., 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). IEEE. doi:10.1109/icc.2019.8761907DOI: 10.1109/icc.2019.8761907
2018
Ambient Backscatter Communications: A Contemporary Survey (Journal article)
Van Huynh, N., Hoang, D. T., Lu, X., Niyato, D., Wang, P., & Kim, D. I. (2018). Ambient Backscatter Communications: A Contemporary Survey. IEEE Communications Surveys & Tutorials, 20(4), 2889-2922. doi:10.1109/comst.2018.2841964DOI: 10.1109/comst.2018.2841964
Optimal Time Scheduling for Wireless-Powered Backscatter Communication Networks (Journal article)
Van Huynh, N., Hoang, D. T., 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.2018.2827983DOI: 10.1109/lwc.2018.2827983
Offloading Energy Efficiency with Delay Constraint for Cooperative Mobile Edge Computing Networks (Conference Paper)
Vu, T. T., Huynh, N. V., Hoang, D. T., 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). IEEE. doi:10.1109/glocom.2018.8647856DOI: 10.1109/glocom.2018.8647856
Reinforcement Learning Approach for RF-Powered Cognitive Radio Network with Ambient Backscatter (Conference Paper)
Huynh, N. V., Hoang, D. T., 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). IEEE. doi:10.1109/glocom.2018.8647862DOI: 10.1109/glocom.2018.8647862
2017
Joint network embedding and server consolidation for energy–efficient dynamic data center virtualization (Journal article)
Nam, T. M., Thanh, N. H., Hieu, H. T., Manh, N. T., Huynh, N. V., & Tuan, H. D. (2017). Joint network embedding and server consolidation for energy–efficient dynamic data center virtualization. Computer Networks, 125, 76-89. doi:10.1016/j.comnet.2017.06.007DOI: 10.1016/j.comnet.2017.06.007
Physical-virtual topological visualization of OF@TEIN SDN-enabled multi-site cloud (Conference Paper)
Usman, M., Risdianto, A. C., Jungsu Han., Kim, J., & Nguyen Van Huynh. (2017). Physical-virtual topological visualization of OF@TEIN SDN-enabled multi-site cloud. In 2017 International Conference on Information Networking (ICOIN). IEEE. doi:10.1109/icoin.2017.7899571DOI: 10.1109/icoin.2017.7899571
Reducing Middle Nodes Mapping Algorithm for Energy Efficiency in Network Virtualization (Chapter)
Nam, T. M., Huynh, N. V., & Thanh, N. H. (2017). Reducing Middle Nodes Mapping Algorithm for Energy Efficiency in Network Virtualization. In Advances in Information and Communication Technology (pp. 500-509). Springer International Publishing. doi:10.1007/978-3-319-49073-1_54DOI: 10.1007/978-3-319-49073-1_54
2016
An Energy-Aware Embedding Algorithm for Virtual Data Centers (Conference Paper)
Nam, T. M., Huynh, N. V., Dai, L. Q., & Thanh, N. H. (2016). An Energy-Aware Embedding Algorithm for Virtual Data Centers. In 2016 28th International Teletraffic Congress (ITC 28). IEEE. doi:10.1109/itc-28.2016.112DOI: 10.1109/itc-28.2016.112
2015
A generalized resource allocation framework in support of multi-layer virtual network embedding based on SDN (Journal article)
Nguyen, H. T., Vu, A. V., Nguyen, D. L., Nguyen, V. H., Tran, M. N., Ngo, Q. T., . . . 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.2015.09.042DOI: 10.1016/j.comnet.2015.09.042
Constructing Energy-Aware Software-Defined Network Virtualization (Journal article)
Tran, N. M., Nguyen, T. H., Nguyen, V. H., Kim, L. B., Nguyen, L. D., Nguyen, H. V., & Nguyen, C. V. (n.d.). Constructing Energy-Aware Software-Defined Network Virtualization. Proceedings of the Asia-Pacific Advanced Network, 40(0), 14. doi:10.7125/40.3DOI: 10.7125/40.3
