1 citations · 1 across the 5 of their papers we have counts for
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Fixed-wing UAV relay optimization for coverage hole recovery
Daniel T. Bonkowsky, Ibrahim Kilinc, Robert W. Heath
Unmanned aerial vehicles (UAVs) fill coverage holes as wireless relays during emergency situations. Fixed-wing UAVs offer longer flight duration and larger coverage in such situati…
Heterogeneity-agnostic AI/ML-assisted beam selection for multi-panel arrays
Ibrahim Kilinc, Robert W. Heath
AI/ML-based beam selection methods coupled with location information effectively reduce beam training overhead. Unfortunately, heterogeneous antenna hardware with varying dimension…
Rethinking Beam Management: Generalization Limits Under Hardware Heterogeneity
Nikita Zeulin, Olga Galinina, Ibrahim Kilinc +2
Hardware heterogeneity across diverse user devices poses new challenges for beam-based communication in 5G and beyond. This heterogeneity limits the applicability of machine learni…