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One Walk is All You Need: Data-Efficient 3D RF Scene Reconstruction with Human Movements

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eess.SP 1

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2026 1

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TeRFS: Temporal-Evolving Radio Field Synthesis

eess.SP · 2026-05-04 · unverdicted · novelty 6.0

TeRFS models dynamic radio fields via anisotropic spherical Gaussians bound to analytical temporal envelopes that enable explicit multipath birth-and-death, delivering 11.5% lower MSE and 6.9x faster training than baselines.

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  • TeRFS: Temporal-Evolving Radio Field Synthesis eess.SP · 2026-05-04 · unverdicted · none · ref 18

    TeRFS models dynamic radio fields via anisotropic spherical Gaussians bound to analytical temporal envelopes that enable explicit multipath birth-and-death, delivering 11.5% lower MSE and 6.9x faster training than baselines.