58 citations · 193 across the 28 of their papers we have counts for
14 papers · 1 filter
Tutorial on Closed-Loop and Application-Aware Digital Twins for Future Wireless Networks
Yuchen Liu, Sara Garcia Sanchez, Mingzhe Chen +3
To support emerging applications such as extended reality, autonomous systems, and large-scale cyber-physical infrastructures, next-generation wireless networks must evolve beyond…
A Digital Twin Platform for QoS Optimization Under DoS Attacks for Next Generation Radio Networks
Mehmet Ali Erturk, Kubra Duran, Ahmed Al-Dubai +1
Digital Twins are being used as an enabling technology in 6G applications across various domains, valued for their data-driven insights and real-time decision-making capabilities.…
Digital Twin-Guided Energy Management over Real-Time Pub/Sub Protocol in 6G Smart Cities
Kubra Duran, Lal Verda Cakir, Sana Ullah Jan +2
Although the emergence of 6G IoT networks has accelerated the deployment of enhanced smart city services, the resource limitations of IoT devices remain as a significant problem. G…
JamShield: A Machine Learning Detection System for Over-the-Air Jamming Attacks
Ioannis Panitsas, Yagmur Yigit, Leandros Tassiulas +2
Wireless networks are vulnerable to jamming attacks due to the shared communication medium, which can severely degrade performance and disrupt services. Despite extensive research,…
Q-CSM: Q-Learning-based Cognitive Service Management in Heterogeneous IoT Networks
Kubra Duran, Mehmet Ozdem, Kerem Gursu +1
The dramatic increase in the number of smart services and their diversity poses a significant challenge in Internet of Things (IoT) networks: heterogeneity. This causes significant…
Generative AI-enabled Digital Twins for 6G-enhanced Smart Cities
Kubra Duran, Lal Verda Cakir, Mehmet Ozdem +2
6G networks are envisioned to enable a wide range of applications, such as autonomous vehicles and smart cities. However, this rapid expansion of network topologies makes the manag…
AI-based traffic analysis in digital twin networks
Sarah Al-Shareeda, Khayal Huseynov, Lal Verda Cakir +3
In today's networked world, Digital Twin Networks (DTNs) are revolutionizing how we understand and optimize physical networks. These networks, also known as 'Digital Twin Networks…
DTRAN: A Special Use Case of RAN Optimization using Digital Twin
Caglar Tunc, Kubra Duran, Buse Bilgin +2
The emergence of beyond 5G (B5G) and 6G networks underscores the critical role of advanced computer-aided tools, such as network digital twins (DTs), in fostering autonomous networ…
Real-Time Digital Twin Platform: A Case Study on Core Network Selection in Aeronautical Ad-Hoc Networks
Lal Verda Cakir, Mihriban Kocak, Mehmet Özdem +1
The development of Digital Twins (DTs) is hindered by a lack of specialized, open-source solutions that can meet the demands of dynamic applications. This has caused state-of-the-a…
What-if Analysis Framework for Digital Twins in 6G Wireless Network Management
Elif Ak, Berk Canberk, Vishal Sharma +2
This study explores implementing a digital twin network (DTN) for efficient 6G wireless network management, aligning with the fault, configuration, accounting, performance, and sec…
Does Twinning Vehicular Networks Enhance Their Performance in Dense Areas?
Sarah Al-Shareeda, Sema F. Oktug, Yusuf Yaslan +2
This paper investigates the potential of Digital Twins (DTs) to enhance network performance in densely populated urban areas, specifically focusing on vehicular networks. The study…
How to synchronize Digital Twins? A Communication Performance Analysis
Lal Verda Cakir, Sarah Al-Shareeda, Sema F. Oktug +3
Synchronization is fundamental for mirroring real-world entities in real-time and supporting effective operations of Digital Twins (DTs). Such synchronization is enabled by the com…
Digital Twin-Native AI-Driven Service Architecture for Industrial Networks
Kubra Duran, Matthew Broadbent, Gokhan Yurdakul +1
The dramatic increase in the connectivity demand results in an excessive amount of Internet of Things (IoT) sensors. To meet the management needs of these large-scale networks, suc…
YA-DA: YAng-Based DAta Model for Fine-Grained IIoT Air Quality Monitoring
Yagmur Yigit, Khayal Huseynov, Hamed Ahmadi +1
With the development of industrialization, air pollution is also steadily on the rise since both industrial and daily activities generate a massive amount of air pollution. Since d…