All Outputs (3)

Machine Learning for Smart Healthcare Management Using IoT (2023)
Book Chapter
Yigit, Y., Duran, K., Moradpoor, N., Maglaras, L., Van Huynh, N., & Canberk, B. (in press). Machine Learning for Smart Healthcare Management Using IoT. In IoT and ML for Information Management: A Smart Healthcare Perspective. Springer

The convergence of Machine Learning (ML) and the Internet of Things (IoT) has brought about a paradigm shift in healthcare, ushering in a new era of intelligent healthcare management. This powerful amalgamation is driving transformative changes acros... Read More about Machine Learning for Smart Healthcare Management Using IoT.

Distributed-Training-and-Execution Multi-Agent Reinforcement Learning for Power Control in HetNet (2023)
Journal Article
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. https://doi.org/10.1109/tcomm.2023.3300331

In heterogeneous networks (HetNets), the overlap of small cells and the macro cell causes severe cross-tier interference. Although there exist some approaches to address this problem, they usually require global channel state information, which is ha... Read More about Distributed-Training-and-Execution Multi-Agent Reinforcement Learning for Power Control in HetNet.

Defeating Eavesdroppers with Ambient Backscatter Communications (2023)
Presentation / Conference Contribution
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) Proceedings. https://do

Unlike conventional anti-eavesdropping methods that always require additional energy or computing resources (e.g., in friendly jamming and cryptography-based solutions), this work proposes a novel anti-eavesdropping solution that comes with mostly no... Read More about Defeating Eavesdroppers with Ambient Backscatter Communications.