Towards Accurate Sleep Monitoring: Detecting Bed Events Using Millimeter-Wave Technology
We propose a millimeter-wave (mmWave) wireless signal-based sleep monitoring system aimed at providing information about a person's sleep by detecting sleep events, such as bed entry and exit times, as well as the duration of bed stay. It overcomes the limitations of existing vision-based systems by operating in low-light conditions without invading privacy. It uses spatial-temporal information and signal processing techniques to determine the duration, and our preliminary results indicate that our system can accurately detect bed events.
Authors
- Sanjib Sur (ORCID: https://orcid.org/0000-0002-5711-3087)
- Aakriti Adhikari (ORCID: https://orcid.org/0000-0003-2747-2764)
Institutions
- University of South Carolina (US)
Publication Details
- Published
- 2024-12-04
- DOI
- https://doi.org/10.1145/3636534.3697441
- Primary Topic
- Indoor and Outdoor Localization Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Science Foundation