AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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This work presents 4D Point Splatting (4DPS), a physics-based differentiable renderer that fits an explicit moving scene to a real capture and can enable synthetic data generation for any human-centered downstream task and model, and scene editing for data augmentation.
Accurate site-specific ray tracing (RT) is essential for upper mid-band network planning, yet raw RT can produce per-path multipath component (MPC) power errors on the order of 19--24~dB in cluttered indoor environments. A fixed-geometry material-sensitivity bound shows that a 30% relative-permittivity perturbation cha...
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