Navigating industry 5.0: A survey of key enabling technologies, trends, challenges, and opportunities

R Tallat, A Hawbani, X Wang… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
This century has been a major avenue for revolutionary changes in technology and industry.
Industries have transitioned towards intelligent automation, relying less on human …

Digital twins for industry 4.0 in the 6G era

B Han, MA Habibi, B Richerzhagen… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
Having the Fifth Generation (5G) mobile communication system recently rolled out in many
countries, the wireless community is now setting its eyes on the next era of Sixth Generation …

Slicing for Dense Smart Factory Network: Current State, Scenarios, Challenges and Expectations

R Ochonu, J Vidal - arXiv preprint arXiv:2405.03230, 2024 - arxiv.org
In the era of Industry 4.0, smart factories have emerged as a paradigm shift, redefining
manufacturing with the integration of advanced digital technologies. Central to this …

Digital Twin Assisted VNF Mapping and Scheduling in SDN/NFV-Enabled Industrial IoT

L Tang, W Wen, J Li, D Fang, L Li… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Network function virtualization (NFV) and software defined network (SDN) technologies
enable flexible traffic scheduling and improve the efficiency of physical resources. However …

Digital twin-assisted flexible slice admission control for 5G core network: A deep reinforcement learning approach

J Wang, J Li, J Liu - Future Generation Computer Systems, 2024 - Elsevier
Abstract 5G core network slicing is an important component of 5G end-to-end slicing, which
divides the physical network into multiple logical networks to handle various critical service …

Cost Minimization of Digital Twin Placements in Mobile Edge Computing

Y Zhang, W Liang, W Xu, Z Xu, X Jia - ACM Transactions on Sensor …, 2024 - dl.acm.org
In the past decades, explosive numbers of Internet of Things (IoT) devices (objects) have
been connected to the Internet, which enable users to access, control, and monitor their …

Digital Twin for Optimization of Slicing-enabled Communication Networks: A Federated Graph Learning Approach

M Abdel-Basset, H Hawash, KM Sallam… - IEEE …, 2023 - ieeexplore.ieee.org
Slicing-enabled communication networks refer to a network architecture that enables the
definition of multiple virtual networks or “slices” over a shared physical network. Each slice …

Radio Propagation Digital Twin Aided Multi-Point Transmission With In-Network Dynamic On-Off Switching

C Györgyi, J Pető, P Vörös, G Szabó, S Laki - IEEE Access, 2023 - ieeexplore.ieee.org
GPUs and programmable data planes have gone through an enormous evolution in the past
years. GPUs can be used for modeling the real-world environment accurately, while …

Digital Twin Assisted Deep Reinforcement Learning for Online Optimization of Network Slicing Admission Control

Z Tao, W Xu, X You - arXiv preprint arXiv:2310.09299, 2023 - arxiv.org
The proliferation of diverse network services in 5G and beyond networks has led to the
emergence of network slicing technologies. Among these, admission control plays a crucial …

Integrated Sensing and Communication Driven Digital Twin for Intelligent Machine Network

Z Wei, Y Du, Q Zhang, W Jiang, Y Cui, Z Meng… - arXiv preprint arXiv …, 2024 - arxiv.org
Intelligent machines (IMs), including industrial machines, unmanned aerial vehicles (UAVs),
and unmanned vehicles, etc., could perform effective cooperation in complex environment …