51 citations · 79 across the 9 of their papers we have counts for
3 papers · 1 filter
Two-Bit Aggregation for Communication Efficient and Differentially Private Federated Learning
Mohammad Aghapour, Aidin Ferdowsi, Walid Saad
In federated learning (FL), a machine learning model is trained on multiple nodes in a decentralized manner, while keeping the data local and not shared with other nodes. However,…
Deep Learning for Rain Fade Prediction in Satellite Communications
Aidin Ferdowsi, David Whitefield
Line of sight satellite systems, unmanned aerial vehicles, high-altitude platforms, and microwave links that operate on frequency bands such as Ka-band or higher are extremely susc…
Reinforcement Learning for Deceiving Reactive Jammers in Wireless Networks
Ali Pourranjbar, Georges Kaddoum, Aidin Ferdowsi +1
Conventional anti-jamming method mostly rely on frequency hopping to hide or escape from jammer. These approaches are not efficient in terms of bandwidth usage and can also result…