Multi-Modal Environment-Aware Beam Management for Massive MIMO: A Geometry-Driven Virtual Base Station Framework

arXiv:2606.26567 · eess.SP, cs.AI · Submitted 2026-06-25 · Read on arXiv

eess.SP, cs.AI

Submitted: 2026-06-25

Updated: 2026-06-25

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Point Clouds — 2× in this paper · explained in 2 episodes
• Deep Reinforcement Learning — 1× in this paper · explained in 3 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Semantic Gap — 1× in this paper · explained in 2 episodes

Sources

• Prioritized Experience Replay
• Sionna: An Open-Source Library for Next-Generation Physical Layer Research

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