A comprehensive survey on radio frequency (RF) fingerprinting: Traditional approaches, deep learning, and open challenges

A Jagannath, J Jagannath, PSPV Kumar - Computer Networks, 2022 - Elsevier
Fifth generation (5G) network and beyond envision massive Internet of Things (IoT) rollout to
support disruptive applications such as extended reality (XR), augmented/virtual reality …

A review of digital twin technology for electric and autonomous vehicles

WA Ali, MP Fanti, M Roccotelli, L Ranieri - Applied Sciences, 2023 - mdpi.com
In the era of technological transformation, mobility and transportation systems are becoming
more intelligent and greener. Thanks to powerful technologies and tools, electric and …

A cognitive security framework for detecting intrusions in IoT and 5G utilizing deep learning

UK Lilhore, S Dalal, S Simaiya - Computers & Security, 2024 - Elsevier
The fast growth of Internet of Things (IoT) gadgets and 5G networks has increased linkage
and accessibility. However, growing interconnectivity poses new threat levels in these …

Digital twin-assisted URLLC-enabled task offloading in mobile edge network via robust combinatorial optimization

Y Hao, J Wang, D Huo, N Guizani… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
Digital twin (DT)-assisted mobile edge network can achieve energy-efficient task offloading
by optimizing the decision-making in real time. Although many DT-assisted task offloading …

A Bayesian framework for digital twin-based control, monitoring, and data collection in wireless systems

C Ruah, O Simeone… - IEEE Journal on Selected …, 2023 - ieeexplore.ieee.org
Commonly adopted in the manufacturing and aerospace sectors, digital twin (DT) platforms
are increasingly seen as a promising paradigm to control, monitor, and analyze software …

Privacy and security issues for human digital twins

G Sirigu, B Carminati, E Ferrari - 2022 IEEE 4th international …, 2022 - ieeexplore.ieee.org
Digital Twin (DT) technology has recently attracted researchers' and industries' interest,
becoming popular in many domains thanks to its capability to improve systems performance …

Enabling spatial digital twins: Technologies, challenges, and future research directions

ME Ali, MA Cheema, T Hashem, A Ulhaq… - arXiv preprint arXiv …, 2023 - arxiv.org
A Digital Twin (DT) is a virtual replica of a physical object or system, created to monitor,
analyze, and optimize its behavior and characteristics. A Spatial Digital Twin (SDT) is a …

Microgrid based VANET monitoring and energy management in 5G networks by reinforcement deep learning techniques

A Selvakumar, S Ramesh, T Manikandan… - Computers and …, 2023 - Elsevier
Several novel technologies have evolved as a result of the advancement of wireless
communication, such as the vehicle-to-vehicle communication system known as VANETs …

Calibrating wireless ray tracing for digital twinning using local phase error estimates

C Ruah, O Simeone, J Hoydis, B Al-Hashimi - arXiv preprint arXiv …, 2023 - arxiv.org
Embodying the principle of simulation intelligence, digital twin (DT) systems construct and
maintain a high-fidelity virtual model of a physical system. This paper focuses on ray tracing …

Colosseum: The Open RAN Digital Twin

M Polese, L Bonati, S D'Oro, P Johari, D Villa… - arXiv preprint arXiv …, 2024 - arxiv.org
Recent years have witnessed the Open Radio Access Network (RAN) paradigm
transforming the fundamental ways cellular systems are deployed, managed, and optimized …