The dataset includes channel frequency response (CFR) data collected through an IEEE 802.11ax device for human activity recognition. This is the first dataset for Wi-Fi sensing with the IEEE 802.11ax standard which is the most updated Wi-Fi version available in commercial devices. The dataset has been collected within a single environment considering a single person as the purpose of the study was to evaluate the impact of communication parameters on the performance of sensing algorithms.

DOI Link: 
10.21227/7bd6-xs14
Links or DOI: 
Useful code to process the data (GitHub repository)
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Dataset Files

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[1] Francesca Meneghello, Cheng Chen, Carlos Cordeiro, Francesco Restuccia, "IEEE 802.11AX CSI Dataset for Human Activity Recognition", IEEE Dataport, 2023. [Online]. Available: http://dx.doi.org/10.21227/7bd6-xs14. Accessed: Feb. 10, 2025.
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doi = {10.21227/7bd6-xs14},
url = {http://dx.doi.org/10.21227/7bd6-xs14},
author = {Francesca Meneghello; Cheng Chen; Carlos Cordeiro; Francesco Restuccia },
publisher = {IEEE Dataport},
title = {IEEE 802.11AX CSI Dataset for Human Activity Recognition},
year = {2023} }
TY - DATA
T1 - IEEE 802.11AX CSI Dataset for Human Activity Recognition
AU - Francesca Meneghello; Cheng Chen; Carlos Cordeiro; Francesco Restuccia
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PB - IEEE Dataport
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Francesca Meneghello, Cheng Chen, Carlos Cordeiro, Francesco Restuccia. (2023). IEEE 802.11AX CSI Dataset for Human Activity Recognition. IEEE Dataport. http://dx.doi.org/10.21227/7bd6-xs14
Francesca Meneghello, Cheng Chen, Carlos Cordeiro, Francesco Restuccia, 2023. IEEE 802.11AX CSI Dataset for Human Activity Recognition. Available at: http://dx.doi.org/10.21227/7bd6-xs14.
Francesca Meneghello, Cheng Chen, Carlos Cordeiro, Francesco Restuccia. (2023). "IEEE 802.11AX CSI Dataset for Human Activity Recognition." Web.
1. Francesca Meneghello, Cheng Chen, Carlos Cordeiro, Francesco Restuccia. IEEE 802.11AX CSI Dataset for Human Activity Recognition [Internet]. IEEE Dataport; 2023. Available from : http://dx.doi.org/10.21227/7bd6-xs14
Francesca Meneghello, Cheng Chen, Carlos Cordeiro, Francesco Restuccia. "IEEE 802.11AX CSI Dataset for Human Activity Recognition." doi: 10.21227/7bd6-xs14