Relay-assisted cooperative federated learning
Federated learning (FL) has recently emerged as a promising technology to enable artificial
intelligence (AI) at the network edge, where distributed mobile devices collaboratively train a …
intelligence (AI) at the network edge, where distributed mobile devices collaboratively train a …
Network for Distributed Intelligence: A Survey and Future Perspectives
To keep pace with the explosive growth of Artificial Intelligence (AI) and Machine Learning
(ML)-dominated applications, distributed intelligence solutions are gaining momentum …
(ML)-dominated applications, distributed intelligence solutions are gaining momentum …
Federated learning over-the-air by retransmissions
H Hellström, V Fodor… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Motivated by the increasing computational capabilities of wireless devices, as well as
unprecedented levels of user-and device-generated data, new distributed machine learning …
unprecedented levels of user-and device-generated data, new distributed machine learning …
CFLIT: Coexisting federated learning and information transfer
Future wireless networks are expected to support diverse mobile services, including artificial
intelligence (AI) services and ubiquitous data transmissions. Federated learning (FL), as a …
intelligence (AI) services and ubiquitous data transmissions. Federated learning (FL), as a …
Energy-Efficient Over-the-Air Computation for Relay-Assisted IoT Networks
Over-the-air computation (AirComp) utilizes the superposition of wireless multiple access
channels (MAC) to achieve efficient data aggregation, which is a very effective way to …
channels (MAC) to achieve efficient data aggregation, which is a very effective way to …