Collaborative Worker Safety Prediction Mechanism Using Federated Learning Assisted Edge Intelligence in Outdoor Construction Environment

Collaborative Worker Safety Prediction Mechanism Using Federated Learning Assisted Edge Intelligence in Outdoor Construction Environment

Monitoring construction site safety through physical observations is inherently flawed due to the complex and dynamic nature of construction sites. To overcome these challenges and enhance worker safety management, decentralized model training-assisted edge intelligence emerges as a promising soluti...

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Bibliographic Details
Main Authors: Sa Jim Soe Moe, Bong Wan Kim, Anam Nawaz Khan, Xu Rongxu, Nguyen Anh Tuan, Kwangsoo Kim, Do Hyeun Kim
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Worker safety
outdoor construction site
federated learning
edge computing
EdgeX
Internet of Things
Online Access:https://ieeexplore.ieee.org/document/10267959/

Internet

https://ieeexplore.ieee.org/document/10267959/

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