Powered by OpenAIRE graph
Found an issue? Give us feedback
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Dataset . 2024
License: CC BY NC
Data sources: ZENODO
ZENODO
Dataset . 2024
License: CC BY NC
Data sources: Datacite
ZENODO
Dataset . 2024
License: CC BY NC
Data sources: Datacite
versions View all 2 versions
addClaim

This Research product is the result of merged Research products in OpenAIRE.

You have already added 0 works in your ORCID record related to the merged Research product.

A Multi-Day, Multi-Floor, Multi-Environment 2.4 GHz Wi-Fi CSI Dataset for Fingerprint-Based Indoor Positioning and Temporal Stability Analysis

Supplementary materials for "Time matters: Empirical insights into the limits and challenges of temporal generalization in CSI-based Wi-Fi sensing"
Authors: Brunello, Andrea; Montoliu Colás, Raul; Montanari, Angelo; Moreira, Adriano; Saccomanno, Nicola; Sansano-Sansano, Emilio; Torres-Sospedra, Joaquín;

A Multi-Day, Multi-Floor, Multi-Environment 2.4 GHz Wi-Fi CSI Dataset for Fingerprint-Based Indoor Positioning and Temporal Stability Analysis

Abstract

The repository contains the data (and basic code to read it) for the paper "Time matters: Empirical insights into the limits and challenges of temporal generalization in CSI-based Wi-Fi sensing". Two datasets are being released: The first one, namely "Our novel IP (Indoor positioning) dataset" (see paper Section 4.3), provides CSI-based indoor positioning data collected with an ESP32S2 micro-controller in passive sniffing mode considering 21 reference points at a residential location spanning three floors. Data collection was repeated twice, on two separate days, capturing realistic conditions including random device orientations, and uncontrolled Wi-Fi access point. The second one, namely "Our novel CSI signal temporal stability dataset" (see paper Section 4.4), supports studies on CSI signal stability over time, collected continuously over a period of more than three weeks in a controlled 30 m² laboratory environment. Data includes 5,769,240 CSI samples captured under varying occupancy conditions, including workdays, weekends, and holidays, enabling comprehensive temporal analysis. Thid data is paired with historical weather temperature data as recorded by an outdoor weather station placed at ∼7km distance from the University. If you use this data, please, cite the main paper as well: @article{brunello2025time, title={Time matters: Empirical insights into the limits and challenges of temporal generalization in CSI-based Wi-Fi sensing}, author={Brunello, Andrea and Montanari, Angelo and Montoliu, Ra{\'u}l and Moreira, Adriano and Saccomanno, Nicola and Sansano-Sansano, Emilio and Torres-Sospedra, Joaqu{\'\i}n}, journal={Internet of Things}, pages={101634}, year={2025}, publisher={Elsevier} }

Keywords

CSI, Indoor Positioning, Indoor Localization, Channel State Information, Wi-Fi, Wireless Sensing

  • BIP!
    Impact byBIP!
    citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average