An end-to-end trainable near-field rainbow beamforming scheme enables single-shot 2D positioning with lower overhead and error than prior analytical or learning methods.
Deep Learning- Based Near-Field User Localization With Beam Squint in Wideband XL-MIMO Systems
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SPOT: Single-Shot Positioning via Trainable Near-Field Rainbow Beamforming
An end-to-end trainable near-field rainbow beamforming scheme enables single-shot 2D positioning with lower overhead and error than prior analytical or learning methods.