GSBF renders a 3D Gaussian scene into an angular propagation map and converts it into constant-modulus beamforming vectors, achieving higher spectral efficiency than codebook beam sweeping in simulation.
Grid-less mmwave beam alignment through deep learning,
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GSBF: Gaussian Splatting for Environment-Aware Beamforming
GSBF renders a 3D Gaussian scene into an angular propagation map and converts it into constant-modulus beamforming vectors, achieving higher spectral efficiency than codebook beam sweeping in simulation.