Joint Resource and Trajectory optimization for Energy Efficiency maximization in UAV-Based networks

TV Tung, TT An, BM Lee - Mathematics, 2022 - mdpi.com
The explosive growth of unmanned aerial vehicles (UAVs)-based networks has accelerated
in recent years. One of the crucial tasks of a UAV-based network is managing and allocating …

Efficient trajectory optimization and resource allocation in UAV 5G networks using dueling-Deep-Q-Networks

J Xu - Wireless Networks, 2023 - Springer
With the advancements in fifth-generation (5G) network slicing technology and the
proliferation of intelligent devices, the Internet of Things (IoT) has gained significant …

FFD: A Full-Stack Federated Distillation method for Heterogeneous Massive IoT Networks

MD Nguyen, HS Luong, QV Pham… - 2022 International …, 2022 - ieeexplore.ieee.org
Data imbalance and complexity are the key challenges of applying federated learning (FL)
techniques for wireless networks. In this paper, we propose a novel framework inspired by a …