Published February 4, 2026 | Version v1
Dataset Open

Dataset: Less is More: The Dilution Effect in Multi-Link Wireless Sensing

Authors/Creators

Description

We release a comprehensive WiFi Channel State Information (CSI) dataset collected from a 9-node ESP32-C3 mesh network deployed in a 5×4 meter residential environment. The dataset comprises over 300 hours of continuous recordings across 72 directional RF links, totaling 1.6 million time windows with semi-automatic ground truth labels for presence, activity, and occupancy count. Each sample includes 52 subcarriers of complex-valued CSI measurements at approximately 10 Hz per link. The dataset supports research in presence detection, activity recognition, device-free localization, and sensor fusion, and will be publicly available on Zenodo under an open license.

Files

Files (45.7 GB)

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md5:5d077b26f40252cc3c94f3cb23fddbc5
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md5:85e4888c8ece6e32e0a2d546688256e1
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Additional details

Dates

Available
2026-02-04
CSI Dataset, 9 nodes ESP32-C3