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cs.NI2026
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…
cs.NI2024
Effects of Small-Scale User Mobility on Highly Directional XR Communications
Asad Ali, Olga Galinina, Jiri Hosek +1
The development of next-generation communication systems promises to enable extended reality (XR) applications, such as XR gaming with ultra-realistic content and human-grade senso…