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Wi-Fi CSI Sensing for Sleep Disturbances in the Care of Older People
- Citation Author(s):
- Submitted by:
- Aaesha Alzaabi
- Last updated:
- Tue, 09/17/2024 - 05:36
- DOI:
- 10.21227/4rwc-1714
- Data Format:
- License:
- Categories:
- Keywords:
Abstract
This dataset contains Wi-Fi sensing data using Channel State Information (CSI) for various sleep disturbance parameters, from respiratory disturbances, to motion-based disturbances from posture shifts, leg restlessness and confusional arousals.The Wi-Fi CSI data was collected using the Wi-Fi module on the ESP32 Microcontroller units using the esp32-csi-tool.The Wi-Fi CSI respiratory disturbance data is accompanied by respiration belt data taken with the Wi-Fi measurements simultaneously using the Neulog NUL-236 respiration belt logger as ground truth. The motion-based sleep disturbances are accompanied by a timestamped actionsheet. The dataset was collected from experiments designed to investigate the monitoring sleep-disordered breathing and disturbances using Wi-Fi CSI-based non-contact sensors in the context of care of older people.