Arumugam Nallanathan

Automatic Jamming Signal Classification in Cognitive UAV Radios

2022 · IEEE Transactions on Vehicular Technology

The integration of Cognitive Radio (CR) with Unmanned Aerial Vehicles (UAVs) is an effective step towards relieving the spectrum scarcity and empowering the UAV with a high degree of intelligence. The dynamic nature of CR …

Knowledge-Aided Federated Learning for Energy-Limited Wireless Networks

2023 · IEEE Transactions on Communications

The conventional model aggregation-based federated learning (FL) approach requires all local models to have the same architecture, which fails to support practical scenarios with heterogeneous local models. Moreover, the frequent model exchange is costly for …