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Outputs (3)

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. (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. 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.

Scenario Emulator for Intelligent Applications With IoT-DT Architecture (2025)
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 conditions using IoT integration remained a significant challenge. Due to... Read More about Scenario Emulator for Intelligent Applications With IoT-DT Architecture.