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

Sonain Jamil, MuhibUr Rahman, Fawad
2022 Applied System Innovation  
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
more » ... FL in IIoT, IoV, and IoD. We also present the open research issues and future directions.
doi:10.3390/asi5030056 fatcat:vnznyern55eqlmdxkbx7d45wom