RIS-assisted Wireless Communication

Digital Twin in Wireless Network

Machine Learning Paradigm for IoT Network

Publications

There are total 10+ publications with 230+ citations and h-index 6.

1. Journal

   1. 1. K. K. Nguyen, T. Q. Duong, T. Do-Duy, H. Claussen, and L. Hanzo, ``3D UAV Trajectory and Data Collection Optimisation via Deep Reinforcement Learning,'' IEEE Trans on Communications, 2022 (Accepted).

      2. K. Nguyen, S. Khosravirad, D. B. da Costa L. D. Nguyen, and T. Q. Duong, ``Reconfigurable Intelligent Surface-assisted Multi-UAV Networks: Efficient Resource Allocation with Deep Reinforcement Learning,'' IEEE Journal of Selected Topics in Signal Processing , 2021 (Accepted).

      3. K. K. Nguyen, A. Masaracchia, C. Yin, L. D. Nguyen, O. A. Dobre, and T. Q. Duong, ``Deep Reinforcement Learning for Intelligent Reflecting Surface-assisted D2D Communications,'' IEEE Trans on Vehicular Technology, 2021 (major revision).

      4. K. K. Nguyen, A. Masaracchia, T. Do-Duy, H. V. Poor, and T. Q. Duong, ``RIS-assisted UAV Communications for IoT with Wireless Power Transfer Using Deep Reinforcement Learning,'' IEEE Journal of Selected Topics in Signal Processing , 2022 (Accepted).

      5. D. V. Huynh, S. R. Khosravirad, K. K. Nguyen, L. D. Nguyen, and T. Q. Duong, ``Industrial IoTs Clustering, Joint Blocklength and Power Optimisation for Relay Robots-Aided URLLC in Factory Automation'', IEEE Internet of Things Journal, 2021 (under review).

2. Access, letter, survey

   1. 1. A. Masaracchia, Y. Li, K. K. Nguyen, C. Yin, S. R. Khosravirad, D. B. Da Costa, and T. Q. Duong, ``UAV-enabled Ultra-Reliable Low-Latency Communications for Beyond 5G: A Comprehensive Survey'', IEEE Access, 2021, vol. 9, pp. 137338-137352, 2021, doi: 10.1109/ACCESS.2021.3117902.

      2. K. K. Nguyen, N. A. Vien, L. D. Nguyen, M.-T. Le, L. Hanzo, and T. Q. Duong, ``Real-time Energy Harvesting Aided Scheduling in UAV-assisted D2D Networks Relying on Deep Reinforcement Learning,'' IEEE Access, vol. 9, pp. 3638–3648, 2021.

      3. K. K. Nguyen, T. Q. Duong, N. A. Vien, N.-A. Le-Khac, and L. D. Nguyen, ``Distributed Deep Deterministic Policy Gradient for Power Allocation Control in D2D-based V2V Communications," IEEE Access, vol. 7, pp. 164 533–164 543, Nov. 2019.

      4. K. K. Nguyen, T. Q. Duong, N. A. Vien, N.-A. Le-Khac, and N. M. Nguyen, ``Non-cooperative Energy-Efficient Power Allocation Game in D2D Communication: A Multi-Agent Deep Reinforcement Learning Approach," IEEE Access, vol. 7, pp. 100 480–100 490, Jul. 2019.

3. Conferences

   1. 1. L. D. Nguyen, K. K. Nguyen, A. Kortun, and T. Q. Duong, ``Real-time deployment and resource allocation for distributed UAV systems in disaster relief''. 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Cannes, France, July, 2019.

      2. K. K. Nguyen, D. T. Hoang, D. Niyato, P. Wang, D. Nguyen and E. Dutkiewicz, ``Cyberattack Detection in Mobile Cloud Computing: A Deep Learning Approach,'' 2018 IEEE Wireless Communications and Networking Conference (WCNC), Barcelona, April 15-18, 2018.