4 papers
ISAC-Enabled On-Demand UAV Charging for Wireless Rechargeable Sensor Networks
Muhammad Umar Farooq Qaisar, Lin Zhang, Paolo Bellavista +3
Unmanned aerial vehicles (UAVs) equipped with wireless power transfer (WPT) extend the lifetime of wireless rechargeable sensor networks (WRSNs) by delivering energy on demand. Thi…
Federated Unlearning Made Practical: Seamless Integration via Negated Pseudo-Gradients
Alessio Mora, Carlo Mazzocca, Rebecca Montanari +1
The right to be forgotten is a fundamental principle of privacy-preserving regulations and extends to Machine Learning (ML) paradigms such as Federated Learning (FL). While FL enha…
SparsyFed: Sparse Adaptive Federated Training
Adriano Guastella, Lorenzo Sani, Alex Iacob +3
Sparse training is often adopted in cross-device federated learning (FL) environments where constrained devices collaboratively train a machine learning model on private data by ex…
ISAC-Assisted Wireless Rechargeable Sensor Networks with Multiple Mobile Charging Vehicles
Muhammad Umar Farooq Qaisar, Weijie Yuan, Paolo Bellavista +2
As IoT-based wireless sensor networks (WSNs) become more prevalent, the issue of energy shortages becomes more pressing. One potential solution is the use of wireless power transfe…