PointNeRT is a neural surrogate for ray tracing that ingests point clouds and sequentially predicts multipath propagation and attenuation under physics constraints.
Channel charting: Locating users within the radio environment using channel state information
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PointNeRT: A Physics Aware Neural Ray Tracing Surrogate for Propagation Channel Modeling
PointNeRT is a neural surrogate for ray tracing that ingests point clouds and sequentially predicts multipath propagation and attenuation under physics constraints.