The paper introduces and validates WiLoc, the largest public CSI dataset for machine-learning-based Wi-Fi localization, spanning millions of locations across indoor and outdoor environments.
A survey of indoor localization systems and technologies
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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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WiLoc: Massive Measured Dataset of Wi-Fi Channel State Information with Application to Machine-Learning Based Localization
The paper introduces and validates WiLoc, the largest public CSI dataset for machine-learning-based Wi-Fi localization, spanning millions of locations across indoor and outdoor environments.
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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.