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Output search results for "digital+twin" (71)

AI-enabled data management for digital twin networks (2024)
Book Chapter
Ak, E., Yurdakul, G., Al-Dubai, A., & Canberk, B. (2024). AI-enabled data management for digital twin networks. In H. Ahmadi, T. Q. Duong, A. Nag, V. Sharma, B. Canberk, & O. A. Dobre (Eds.), . Institution of Engineering and Technology (IET). https://doi.org/10.1049/pbte109e_ch3

As we have discussed in previous chapters, digital twins establish contextual relationships with the surrounding entities, providing a holistic view of interconnected systems and environments. With the growing complexity and abundance of data generat... Read More about AI-enabled data management for digital twin networks.

Digital Twins for 6G: Fundamental theory, technology and applications (2024)
Book
Ahmadi, H., Duong, T. Q., Nag, A., Sharma, V., Canberk, B., & Dobre, O. A. (Eds.). (2024). Digital Twins for 6G: Fundamental theory, technology and applications. Institution of Engineering and Technology (IET). https://doi.org/10.1049/pbte109e

Digital twin (DT) technology is a real-time evolving digital duplicate of a physical object or process that contains all its history. It is enabled by massive real-time multi-source data collection and analysis. While 6G is considered as an enabler o... Read More about Digital Twins for 6G: Fundamental theory, technology and applications.

An Intelligent Digital Twin Model for Attack Detection in Zero-Touch 6G Networks (2024)
Presentation / Conference Contribution
Bolat-Akça, B., Bozkaya-Aras, E., Canberk, B., Buchanan, B., & Schmid, S. (2024, June). An Intelligent Digital Twin Model for Attack Detection in Zero-Touch 6G Networks. Presented at 2024 IEEE International Conference on Communications Workshops (ICC Workshops), Denver, CO, USA

The rapid adoption of Internet of Things (IoT) services and the increasingly stringent dependability and performance requirements are transforming next-generation wireless network management towards zero-touch 6G networks. Zero-touch management is al... Read More about An Intelligent Digital Twin Model for Attack Detection in Zero-Touch 6G Networks.

DTRAN: A Special Use Case of RAN Optimization using Digital Twin (2024)
Presentation / Conference Contribution
Tunc, C., Duran, K., Bilgin, B., Kalem, G., & Canberk, B. (2024, June). DTRAN: A Special Use Case of RAN Optimization using Digital Twin. Paper presented at 2024 European Conference on Networks and Communications EuCNC & 6G Summit, Antwerp, Belgium

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 networks and ubiquitous intelligence. Existing solutions in the DT domain pr... Read More about DTRAN: A Special Use Case of RAN Optimization using Digital Twin.

Digital Twin-enabled Low-Carbon Sustainable Edge Computing for Wireless Networks (2025)
Presentation / Conference Contribution
Huynh, D. V., Khosravirad, S. R., Sharma, V., Canberk, B., Dobre, O. A., & Duong, T. Q. (2024, December). Digital Twin-enabled Low-Carbon Sustainable Edge Computing for Wireless Networks. Presented at 2024 IEEE Global Communications Conference: Wireless Communications (GLOBECOM), Cape Town, South Africa

The advancement of sophisticated communication technologies and robust computing systems has unlocked opportunities for new applications across various domains. While these applications promise enhanced convenience and improved living standards, they... Read More about Digital Twin-enabled Low-Carbon Sustainable Edge Computing for Wireless Networks.

Generative AI-enabled Digital Twins for 6G-enhanced Smart Cities (2024)
Presentation / Conference Contribution
Duran, K., Cakir, L. V., Ozdem, M., Gursu, K., & Canberk, B. (2024, December). Generative AI-enabled Digital Twins for 6G-enhanced Smart Cities. Paper presented at IEEE Global Communications Conference (GLOBECOM) 2024, Cape Town, South Africa

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 management of 6G wireless networks more complex and leads to performance de... Read More about Generative AI-enabled Digital Twins for 6G-enhanced Smart Cities.

Development of Digital Twin System for Cloud of Things (2024)
Book Chapter
Bozkaya-Aras, E., Canberk, B., & Schmid, S. (2024). Development of Digital Twin System for Cloud of Things. In J. Kumar, G. Gangadharan, A. Kumar Singh, & C.-N. Lee (Eds.), Cloud of Things: Foundations, Applications, and Challenges. CRC Press. https://doi.org/10.1201/9781003390954-2

New technologies emerging with Industry 4.0 have led to an increase in capabilities in communication networks and a change in lifestyle. In particular, Internet of Things (IoT) services have reshaped the way people interact with the world. IoT establ... Read More about Development of Digital Twin System for Cloud of Things.

Digital Twin-empowered Green Mobility Management in Next-Gen Transportation Networks (2024)
Journal Article
Duran, K., Cakir, L. V., Fonzone, A., Duong, T. Q., & Canberk, B. (2024). Digital Twin-empowered Green Mobility Management in Next-Gen Transportation Networks. IEEE Open Journal of Vehicular Technology, 5, 1650-1662. https://doi.org/10.1109/ojvt.2024.3484956

Evolving transportation networks need seamless integration and effective infrastructure utilisation to form the next-generation transportation networks. Also, they should be capable of capturing the traffic flow data at the right time and promptly ap... Read More about Digital Twin-empowered Green Mobility Management in Next-Gen Transportation Networks.

GenTwin: Generative AI-Powered Digital Twinning for Adaptive Management in IoT Networks (2025)
Journal Article
Duran, K., Shin, H., Duong, T. Q., & Canberk, B. (online). GenTwin: Generative AI-Powered Digital Twinning for Adaptive Management in IoT Networks. IEEE Transactions on Cognitive Communications and Networking, https://doi.org/10.1109/tccn.2025.3527719

The dramatic increase in smart services makes adaptive management of communication networks more critical. Especially for Internet of Things (IoT) networks, adaptive management faces several challenges, like fluctuating network conditions, heterogene... Read More about GenTwin: Generative AI-Powered Digital Twinning for Adaptive Management in IoT Networks.

Automated generation of deployment descriptors for managing microservices-based applications in the cloud to edge continuum (2024)
Journal Article
DesLauriers, J., Kovacs, J., Kiss, T., Stork, A., Serna, S. P., & Ullah, A. (2025). Automated generation of deployment descriptors for managing microservices-based applications in the cloud to edge continuum. Future Generation Computer Systems, 166, Article 107628. https://doi.org/10.1016/j.future.2024.107628

With the emergence of Internet of Things (IoT) devices collecting large amounts of data at the edges of the network, a new generation of hyper-distributed applications is emerging, spanning cloud, fog, and edge computing resources. The automated depl... Read More about Automated generation of deployment descriptors for managing microservices-based applications in the cloud to edge continuum.

Synergistic integration of digital twins and zero energy buildings for climate change mitigation in sustainable smart cities: A systematic review and novel framework (2025)
Journal Article
Bibri, S. E., Huang, J., Omar, O., & Kenawy, I. (2025). Synergistic integration of digital twins and zero energy buildings for climate change mitigation in sustainable smart cities: A systematic review and novel framework. Energy and Buildings, 333, Article 115484. https://doi.org/10.1016/j.enbuild.2025.115484

Sustainable smart cities are increasingly turning to innovative technologies, such as Urban Digital Twins (UDTs) and Zero Energy Buildings (ZEBs), which offer transformative opportunities to enhance energy management and reduce environmental impacts.... Read More about Synergistic integration of digital twins and zero energy buildings for climate change mitigation in sustainable smart cities: A systematic review and novel framework.

The Role of Digital Twin in 6G-Based URLLCs: Current Contributions, Research Challenges, and Next Directions (2025)
Journal Article
Masaracchia, A., van Huynh, D., Duong, T. Q., Dobre, O. A., Nallanathan, A., & Canberk, B. (2025). The Role of Digital Twin in 6G-Based URLLCs: Current Contributions, Research Challenges, and Next Directions. IEEE Open Journal of the Communications Society, 6, 1202-1215. https://doi.org/10.1109/ojcoms.2025.3540287

Substantial improvements in the area of ultra reliable and low-latency communication (URLLC) capabilities, as well as possibilities of meeting the rising demand for high-capacity and high-speed connectivity are expected to be achieved with the deploy... Read More about The Role of Digital Twin in 6G-Based URLLCs: Current Contributions, Research Challenges, and Next Directions.

Quantum Machine Learning for 6G Network Intelligence and Adversarial Threats (2025)
Journal Article
Nguyen, V.-L., Nguyen, L.-H., Hwang, R.-H., Canberk, B., & Duong, T. Q. (in press). Quantum Machine Learning for 6G Network Intelligence and Adversarial Threats. IEEE Communications Standards Magazine,

Quantum computing has been a major priority for several nations and prominent institutions in their pursuit of a transformative breakthrough in the fields of computation and encryption. By using the principles of quantum mechanics, particularly quant... Read More about Quantum Machine Learning for 6G Network Intelligence and Adversarial Threats.

WIND: A Wireless Intelligent Network Digital Twin for Federated Learning and Multi-Layer Optimization (2025)
Journal Article
Singh, S. K., Comsa, I.-S., Trestian, R., Cakir, L. V., Singh, R., Kaushik, A., Canberk, B., Shah, P., Kumbhani, B., & Darshi, S. (in press). WIND: A Wireless Intelligent Network Digital Twin for Federated Learning and Multi-Layer Optimization. IEEE Communications Standards Magazine,

The forthcoming wireless network is expected to support a wide range of applications, from supporting autonomous vehicles to massive Internet of Things (IoT) deployments. However, the coexistence of diverse applications under a unified framework pres... Read More about WIND: A Wireless Intelligent Network Digital Twin for Federated Learning and Multi-Layer Optimization.

Internet of Twins Approach: Digital-Twin-as-a-Platform Architecture (2024)
Journal Article
Cakir, L. V., Özdem, M., Ahmadi, H., Duong, T. Q., & Canberk, B. (2025). Internet of Twins Approach: Digital-Twin-as-a-Platform Architecture. IEEE Internet Computing, 29(1), 65-74. https://doi.org/10.1109/mic.2024.3491915

Digital twins (DTs) are becoming integral in sectors such as energy and manufacturing, catalyzing applications from monitoring and analysis to optimization and autonomous management. However, data in different formats, volumes, and qualities require... Read More about Internet of Twins Approach: Digital-Twin-as-a-Platform Architecture.

Toward 6G-Enabled URLLCs: Digital Twin, Open Ran, and Semantic Communications (2025)
Journal Article
Masaracchia, A., Nguyen, V.-L., da Costa, D. B., Ak, E., Canberk, B., Sharma, V., & Duong, T. Q. (2025). Toward 6G-Enabled URLLCs: Digital Twin, Open Ran, and Semantic Communications. IEEE Communications Standards Magazine, 9(1), 13-20. https://doi.org/10.1109/mcomstd.0001.2300054

Recently, the concept of digital twin (DT), open radio access Network (O-RAN) and the adoption of semantic communications (SC) have been labeled as keystone technologies towards the deployment of 6G networks. This article aims to provide a comprehens... Read More about Toward 6G-Enabled URLLCs: Digital Twin, Open Ran, and Semantic Communications.

Accurate AI-Driven Emergency Vehicle Location Tracking in Healthcare ITS’s Digital Twin (2025)
Presentation / Conference Contribution
Al-Shareeda, S., Celik, Y., Bilgili, B., Al-Dubai, A., & Canberk, B. (2025, February). Accurate AI-Driven Emergency Vehicle Location Tracking in Healthcare ITS’s Digital Twin. Presented at 2025 5th IEEE Middle East and North Africa Communications Conference (MENACOMM), Byblos, Lebanon

Creating a Digital Twin (DT) for Healthcare Intelligent Transportation Systems (HITS) is a hot research trend focusing on enhancing HITS management, particularly in emergencies where ambulance vehicles must arrive at the crash scene on time, and trac... Read More about Accurate AI-Driven Emergency Vehicle Location Tracking in Healthcare ITS’s Digital Twin.