Joint Pre-Equalization and Receiver Combining Design for Federated Learning With Misaligned Over-the-Air Computation

Joint Pre-Equalization and Receiver Combining Design for Federated Learning With Misaligned Over-the-Air Computation

With the growth of terminal devices and data traffic, privacy concerns have inspired an innovative edge learning framework, called federated learning (FL). Over-the-air computation (OAC) has been introduced to reduce communication overhead for FL, however, requires stringent time alignment. Misalign...

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Bibliographic Details
Main Authors: Jianda Wang, Shuaishuai Guo
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Open Journal of the Communications Society
Subjects:
Federated learning
multiple access channels
over-the-air computation
asynchronous
pre-equalization
receiver combining
Online Access:https://ieeexplore.ieee.org/document/10302307/

Internet

https://ieeexplore.ieee.org/document/10302307/

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