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Unobtrusive occupancy and vital signs sensing for human building interactive systems.

Journal articles  - Journal Article
Song, C; Droitcour, AD; Islam, SMM; Whitworth, A; Lubecke, VM; Boric-Lubecke, O
Published in: Scientific reports
January 2023

Cognitive buildings use data on how occupants respond to the built environment to proactively make occupant-centric adjustments to lighting, temperature, ventilation, and other environmental parameters. However, sensors that unobtrusively and ubiquitously measure occupant responses are lacking. Here we show that Doppler-radar based sensors, which can sense small physiological motions, provide accurate occupancy detection and estimation of vital signs in challenging, realistic circumstances. Occupancy was differentiated from an empty room over 93% of the time in a 3.4 m × 8.5 m conference room with a single sensor in both wall and ceiling-mounted configurations. Occupancy was successfully detected while an occupant was under the table, visibly blocked from the sensor, a scenario where infrared, ultrasound, and video-based occupancy sensors would fail. Heart and respiratory rates were detected in all seats in the conference room with a single ceiling-mounted sensor. The occupancy sensor can be used to control HVAC and lighting with a short, 1-2 min delay and to provide information for space utilization optimization. Heart and respiratory rate sensing could provide additional feedback to future human-building interactive systems that use vital signs to determine how occupant comfort and wellness is changing with time.

Duke Scholars

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Published In

Scientific reports

DOI

EISSN

2045-2322

ISSN

2045-2322

Publication Date

January 2023

Volume

13

Issue

1

Start / End Page

954

Related Subject Headings

  • Vital Signs
  • Ventilation
  • Ultrasonography, Doppler
  • Temperature
  • Respiratory Rate
  • Humans
 

Citation

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Song, C., Droitcour, A. D., Islam, S. M. M., Whitworth, A., Lubecke, V. M., & Boric-Lubecke, O. (2023). Unobtrusive occupancy and vital signs sensing for human building interactive systems. Scientific Reports, 13(1), 954. https://doi.org/10.1038/s41598-023-27425-6
Song, Chenyan, Amy D. Droitcour, Shekh M. M. Islam, Avon Whitworth, Victor M. Lubecke, and Olga Boric-Lubecke. “Unobtrusive occupancy and vital signs sensing for human building interactive systems.Scientific Reports 13, no. 1 (January 2023): 954. https://doi.org/10.1038/s41598-023-27425-6.
Song C, Droitcour AD, Islam SMM, Whitworth A, Lubecke VM, Boric-Lubecke O. Unobtrusive occupancy and vital signs sensing for human building interactive systems. Scientific reports. 2023 Jan;13(1):954.
Song, Chenyan, et al. “Unobtrusive occupancy and vital signs sensing for human building interactive systems.Scientific Reports, vol. 13, no. 1, Jan. 2023, p. 954. Epmc, doi:10.1038/s41598-023-27425-6.
Song C, Droitcour AD, Islam SMM, Whitworth A, Lubecke VM, Boric-Lubecke O. Unobtrusive occupancy and vital signs sensing for human building interactive systems. Scientific reports. 2023 Jan;13(1):954.

Published In

Scientific reports

DOI

EISSN

2045-2322

ISSN

2045-2322

Publication Date

January 2023

Volume

13

Issue

1

Start / End Page

954

Related Subject Headings

  • Vital Signs
  • Ventilation
  • Ultrasonography, Doppler
  • Temperature
  • Respiratory Rate
  • Humans