WIND: A Wireless Intelligent Network Digital Twin for Federated Learning and Multi-Layer Optimization
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. (online)
WIND: A Wireless Intelligent Network Digital Twin for Federated Learning and Multi-Layer Optimization. IEEE Communications Standards Magazine, https://doi.org/10.1109/MCOMSTD.2025.3575511
The forthcoming wireless network is expected to support a wide range of applications, from supporting autonomous vehicles to massive Internet of Things (IoT) deployments. Howe...
Scenario Emulator for Intelligent Applications With IoT-DT Architecture
Presentation / Conference Contribution
Cakir, L. V., & Canberk, B. (2025, March)
Scenario Emulator for Intelligent Applications With IoT-DT Architecture. Presented at IEEE Wireless Communications and Networking Conference (WCNC), Milan, Italy
Digital Twins (DTs) have become indispensable in 6G for intelligent applications with real-time monitoring, modelling, and optimization. However, validating them in real-world...
Time-Constrained Synchronization Protocol for Digital Twins over mMTC-enabled 6G Networks
Presentation / Conference Contribution
Cakir, L. V., Duran, K., Thomson, C. J., & Canberk, B. (2025, June)
Time-Constrained Synchronization Protocol for Digital Twins over mMTC-enabled 6G Networks. Presented at IEEE International Conference on Communications (IEEE ICC), Montreal, Canada
Internet of Twins Approach: Digital-Twin-as-a-Platform Architecture
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 mana...