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

Description

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.2022.3230003Each 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.

Resources

Name Format Description Link
0 https://doi.org/10.18434/mds2-2963
0 Data for each of the figures presented in the subject publication showing the detection of respiratory motion with Wi-Fi channel state information. https://data.nist.gov/od/ds/ark:/88434/mds2-2963/BreatheSmartv2.zip
0 File describing the data format, parameters, and file structure. https://data.nist.gov/od/ds/mds2-2963/ReadMe%20v2.docx

Tags

  • mimo-ofdm
  • respiratory-motion-classification
  • respiration-monitoring
  • deep-learning
  • channel-state-information
  • wi-fi
  • lstm

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