Apple inc. (20240430174). FEDERATED LEARNING FOR WIRELESS COMMUNICATIONS SYSTEMS
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FEDERATED LEARNING FOR WIRELESS COMMUNICATIONS SYSTEMS
Organization Name
Inventor(s)
Zhou Zhou of San Diego CA (US)
Sharad Sambhwani of San Diego CA (US)
FEDERATED LEARNING FOR WIRELESS COMMUNICATIONS SYSTEMS
This abstract first appeared for US patent application 20240430174 titled 'FEDERATED LEARNING FOR WIRELESS COMMUNICATIONS SYSTEMS
Original Abstract Submitted
a wireless communication system may use federated learning to develop a global model. the system may initialize parameters of user equipment (ue) models. a network node may select multiple ues to participate in federated training. the selected ues may choose one or more model layers to generate local models. the network node may aggregate the local models to generate a global model. the process may be repeated until the global model converges.
