Observed arrival · 2026-09-13
BeamMix Models Wireless Channels as a Mixture of 3D Gaussian Experts
A research site presenting BeamMix, a physics-guided model for predicting wireless channels directly across antenna elements.
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The model uses an uplink-conditioned gate to select a top set of active Gaussian primitives, then combines their complex-valued contributions directly on the antenna manifold. The page reports experiments on measured Argos channels, including an eight-element site-level benchmark and a 96-antenna, 26-tone full-array evaluation. It also provides links to the paper and ACM Digital Library, along with a BibTeX control for reuse.
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