[HTML][HTML] Machine learning-based methods for enhancement of uav-noma and d2d cooperative networks
The cooperative aerial and device-to-device (D2D) networks employing non-orthogonal
multiple access (NOMA) are expected to play an essential role in next-generation wireless …
multiple access (NOMA) are expected to play an essential role in next-generation wireless …
Graph Neural Network-Based Bandwidth Allocation for Secure Wireless Communications
This paper designs a graph neural network (GNN) to improve bandwidth allocations for
multiple legitimate wireless users transmitting to a base station in the presence of an …
multiple legitimate wireless users transmitting to a base station in the presence of an …
[HTML][HTML] Reduced-cost microwave modeling using constrained domains and dimensionality reduction
Abstract Development of modern microwave devices largely exploits full-wave
electromagnetic (EM) simulations. Yet, simulation-driven design may be problematic due to …
electromagnetic (EM) simulations. Yet, simulation-driven design may be problematic due to …