Digital twin empowered industrial IoT based on credibility-weighted swarm learning
Driven by digital twin (DT) technology, the industrial Internet of Things (IIoT) is expanding to
open up new frontiers in industrial applications. However, traditional DT modeling …
open up new frontiers in industrial applications. However, traditional DT modeling …
Optimizing federated learning with deep reinforcement learning for digital twin empowered industrial IoT
W Yang, W Xiang, Y Yang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The accelerated development of the Industrial Internet of Things (IIoT) is catalyzing the
digitalization of industrial production to achieve Industry 4.0. In this article, we propose a …
digitalization of industrial production to achieve Industry 4.0. In this article, we propose a …
Adaptive optimization federated learning enabled digital twins in industrial IoT
Abstract The Industrial Internet of Things (IIoT) plays a pivotal role in steering enterprises
towards comprehensive digital transformation and fostering intelligent production, which …
towards comprehensive digital transformation and fostering intelligent production, which …
Adaptive federated learning and digital twin for industrial internet of things
W Sun, S Lei, L Wang, Z Liu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Industrial Internet of Things (IoT) enables distributed intelligent services varying with the
dynamic and realtime industrial environment to achieve Industry 4.0 benefits. In this article …
dynamic and realtime industrial environment to achieve Industry 4.0 benefits. In this article …
Client selection and resource allocation for federated learning in digital-twin-enabled industrial internet of things
The technological advancements in digital twins (DTs) and next-generation networks boost
the development of the Industrial Internet of Things (IIoT). However, the increasing concern …
the development of the Industrial Internet of Things (IIoT). However, the increasing concern …
Management of digital twin-driven IoT using federated learning
Internet of Things (IoT), Digital Twin (DT), and Federated Learning (FL) are redefining the
future vision of globalization. While IoT is about sensing data from physical devices, DTs …
future vision of globalization. While IoT is about sensing data from physical devices, DTs …
Blockchain and deep learning for secure communication in digital twin empowered industrial IoT network
The rapid expansion of the Industrial Internet of Things (IIoT) necessitates the digitization of
industrial processes in order to increase network efficiency. The integration of Digital Twin …
industrial processes in order to increase network efficiency. The integration of Digital Twin …
Adaptive federated learning for digital twin driven industrial Internet of Things
Q Song, S Lei, W Sun, Y Zhang - 2021 IEEE Wireless …, 2021 - ieeexplore.ieee.org
Industrial Internet of Things (IoT) enables distributed intelligent services varying with the
complex industrial environment to achieve the benefits of Industry 4.0. In this paper, we …
complex industrial environment to achieve the benefits of Industry 4.0. In this paper, we …
A survey on digital twin for industrial internet of things: Applications, technologies and tools
Digital twin for the industrial Internet of Things (DT-IIoT) creates a high-fidelity, fine-grained,
low-cost digital replica of the cyber-physical integrated Internet for industry. Powered by …
low-cost digital replica of the cyber-physical integrated Internet for industry. Powered by …
Resource Efficient Federated Learning and DAG Blockchain With Sharding in Digital Twin Driven Industrial IoT
L Jiang, Y Liu, H Tian, L Tang… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
The development of industry 4.0 relies on emerging technologies of digital twin, machine
learning, blockchain and Internet of Things (IoT) to build autonomous self-configuring …
learning, blockchain and Internet of Things (IoT) to build autonomous self-configuring …
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