NFMR-Net refines coarse LoS-based range and angle estimates from ZC-pilot channel matrices and 2D MUSIC to outperform standard 2D MUSIC in wideband near-field multi-user localization.
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An anchor-free near-field localization framework using optimized passive RIS configurations and a two-stage cosine-similarity grid search delivers small root mean square error for practical SNR, RIS size, and antenna counts.
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Near-field Wideband Multi-User Localization using NFMR-Net
NFMR-Net refines coarse LoS-based range and angle estimates from ZC-pilot channel matrices and 2D MUSIC to outperform standard 2D MUSIC in wideband near-field multi-user localization.
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Near-field Anchor-free Localization using Reconfigurable Intelligent Surfaces
An anchor-free near-field localization framework using optimized passive RIS configurations and a two-stage cosine-similarity grid search delivers small root mean square error for practical SNR, RIS size, and antenna counts.