Low-Latency Collaborative Predictive Maintenance: Over-the-Air Federated Learning in Noisy Industrial Environments

Low-Latency Collaborative Predictive Maintenance: Over-the-Air Federated Learning in Noisy Industrial Environments

The emergence of Industry 4.0 has revolutionized the industrial sector, enabling the development of compact, precise, and interconnected assets. This transformation has not only generated vast amounts of data but also facilitated the migration of learning and optimization processes to edge devices....

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Bibliographic Details
Main Authors: Ali Bemani, Niclas Björsell
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Sensors
Subjects:
predictive maintenance
over-the-air federated learning
analog aggregation
low latency
channel noise
Online Access:https://www.mdpi.com/1424-8220/23/18/7840

Internet

https://www.mdpi.com/1424-8220/23/18/7840

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