Data Publication

Raw data used to investigate the use of Wi-Fi signals to monitor human respiratory motion.

Jason Coder Author's orcid, Susanna Mosleh Author's orcid, M. Keith Forsyth, Christopher Scully Author's orcid, Mohamad Omar Al Kalaa Author's orcid
Contact: Jason Coder.
Identifier: doi:10.18434/mds2-2963
Version: 1.0 First Released: 2023-10-06 Revised: 2023-10-06
Raw data used to investigate the use of Wi-Fi signals to monitor human respiratory motion. Data are from an anatomically correct breathing manikin. These data have been published in "Monitoring Respiratory Motion With Wi-Fi CSI: Characterizing Performance and the BreatheSmart Algorithm," DOI: 10.1109/ACCESS.2022.3230003

Each figure from the publication is broken up into its own folder. Within each folder, the raw real/imaginary data from the Wi-Fi channel state information frames can be found. This can be used to recreate the figures from the publication, or to test different processing algorithms of interest to the user.

A README file is available within the data set with additional guidance.
Research Areas
NIST R&D: Health: Clinical diagnosticsAdvanced Communications: Wireless (RF)
Keywords: Channel state informationdeep learningLSTMMIMO-OFDMrespiration monitoringShow more...
These data are public.
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Version: 1.0 First Released: 2023-10-06 Revised: 2023-10-06
Cite this dataset
Jason Coder, Susanna Mosleh, M. Keith Forsyth, Christopher Scully, Mohamad Omar Al Kalaa (2023), Raw data used to investigate the use of Wi-Fi signals to monitor human respiratory motion., National Institute of Standards and Technology, https://doi.org/10.18434/mds2-2963 (Accessed 2025-07-09)
Repository Metadata
Machine-readable descriptions of this dataset are available in the following formats:
NERDm
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