A Comprehensive Survey of Digital Twins and Federated Learning for Industrial Internet of Things (IIoT), Internet of Vehicles (IoV) and Internet of Drones (IoD)

As a result of the advancement in the fourth industrial revolution and communication technology, the use of digital twins (DT) and federated learning (FL) in the industrial Internet of Things (IIoT), the Internet of Vehicles (IoV), and the Internet of Drones (IoD) is increasing. However, the deploym...

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Bibliographic Details
Published inApplied system innovation Vol. 5; no. 3; p. 56
Main Authors Jamil, Sonain, Rahman, MuhibUr, Fawad
Format Journal Article
LanguageEnglish
Published Basel MDPI AG 13.06.2022
Subjects
Age
Automation
Cloud computing
cyber–physical system
Digital twins
Distributed control systems
Drone vehicles
Drones
Federated learning
Industrial applications
Industry 4.0
Internet of Drones
Internet of Things
Internet of Vehicles
Process controls
Sensors
Simulation
Software
Unmanned aerial vehicles
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Summary:As a result of the advancement in the fourth industrial revolution and communication technology, the use of digital twins (DT) and federated learning (FL) in the industrial Internet of Things (IIoT), the Internet of Vehicles (IoV), and the Internet of Drones (IoD) is increasing. However, the deployment of DT and FL for IoV is challenging. In this survey, we focus on DT and FL for IIoT, IoV, and IoD. Initially, we analyzed the existing surveys. In this paper, we present the applications of DT and FL in IIoT, IoV, and IoD. We also present the open research issues and future directions.
ISSN:2571-5577
2571-5577
DOI:10.3390/asi5030056