Evgenii Vinogradov

KU Leuven, Technology Innovation Institute

Papers

Total Citations

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About

Evgenii Vinogradov is a leading researcher at the intersection of wireless communications, machine learning, and autonomous systems, with a focus on shaping the future of 6G networks. His work centers on developing intelligent, software-defined architectures that bridge the gap between physical infrastructure and virtualized network control. Vinogradov’s major contributions include pioneering a machine learning-based cell-free framework within the O-RAN architecture, which integrates optical and wireless technologies to support demanding applications like augmented reality, holographic telepresence, and Industry 4.0. This work, published in 2022 and garnering 25 citations, addresses one of the most critical socio-technical challenges of the decade. He has also advanced the practical deployment of autonomous UAVs in 5G RAN environments, tackling unresolved issues in autonomous cellular operations through a novel simulation-to-reality bridging approach. His research not only pushes theoretical boundaries but also provides actionable solutions for real-world systems. With a growing citation record and a clear trajectory toward 6G, Vinogradov is recognized for his ability to translate complex network challenges into scalable, intelligent architectures that will define the next generation of connectivity.