Title:
TECHNIQUES FOR USING RELAY AVERAGING IN FEDERATED LEARNING
Document Type and Number:
WIPO Patent Application WO/2023/028907
Kind Code:
A1
Abstract:
A method (500) for generating and transmitting an averaged model update includes: receiving, from each of multiple UEs in sidelink communications, a report of the model update for a federated learning model (502), generating, based on one or more parameters in the report of the model update received from each of the multiple UEs, a converged model update (504), and transmitting, to an upstream node, the converged model update (514). And a method (400) for performing local updating of the federated learning model includes: receiving, from a base station, an indication of the federated learning model (402), generating, for the federated learning model and based on a local training on the federated learning model, the model update to be applied to the federated learning model (404), and transmitting, to a relay UE in sidelink communication, the report of the model update (408).
Inventors:
REN YUWEI (US)
XU HUILIN (US)
NAMGOONG JUNE (US)
XU HUILIN (US)
NAMGOONG JUNE (US)
Application Number:
PCT/CN2021/115880
Publication Date:
March 09, 2023
Filing Date:
September 01, 2021
Export Citation:
Assignee:
QUALCOMM INC (US)
REN YUWEI (CN)
XU HUILIN (US)
NAMGOONG JUNE (US)
REN YUWEI (CN)
XU HUILIN (US)
NAMGOONG JUNE (US)
International Classes:
G06N20/00
Foreign References:
| CN110263936A | 2019-09-20 | |||
| CN111931242A | 2020-11-13 | |||
| CN112926897A | 2021-06-08 | |||
| CN110263908A | 2019-09-20 | |||
| CN113112026A | 2021-07-13 | |||
| CN113159327A | 2021-07-23 | |||
| US20080082475A1 | 2008-04-03 |
Attorney, Agent or Firm:
NTD PATENT & TRADEMARK AGENCY LTD. (CN)
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