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Author

Vukan Ninkovic

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Open access Aug 2026

BeamGuard: Risk-Aware Multimodal Beam Forecasting and Adaptive Virtual Beamwidth Control for 6G mmWave V2I Links

Reliable beam management is a central challenge for 6G millimeter-wave (mmWave) vehicle-to-infrastructure (V2I) links, where narrow beams provide high array gain but are vulnerable to mobility-induced misalignment, blockage, and domain variation. BeamGuard is a multimodal sensing-aided beam-management framework that co...

Abidemi M. Orimogunje, D. Vukobratović, Sunwoo Kim et al. · 0 citations
Open access Aug 2026

Adaptive Unequal Error Protection for Semantic Split Learning Over Wireless Channels

We propose a task-aware semantic split learning (SL) framework for wireless edge–cloud inference, in which the reliability of transmitted latent representations is dynamically adapted to their relevance for the downstream task. An autoencoder (AE)-based physical (PHY) layer enables end-to-end learning of the communicat...

Vukan Ninkovic, D. Vukobratović, D. Mišković et al. · 0 citations

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