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Building occupancy estimation using microwave Doppler radar and wavelet transform

Journal articles  - Journal Article
Islam, SMM; Droitcour, A; Yavari, E; Lubecke, VM; Boric-Lubecke, O
Published in: Building and Environment
May 15, 2023

Room-level occupancy estimation is a critical input for real estate management, including building utilization optimization, energy-efficient building control, building security, and occupant health and well-being. Knowing how many people are using a room at a time can enable businesses to use their real estate, energy and human capital more efficiently, reducing operating expenses as well as carbon footprint. Radar-based occupancy estimation is attractive because it is unobtrusive and does not introduce the privacy issues brought with video imaging-based sensors. In this paper, we present an occupant estimation approach based on continuous wave Doppler radar and wavelet-based signal processing techniques. Theoretical background provides a rational for using a wavelet-based time-frequency approach, and comprehensive simulation and experimental results demonstrate the effectiveness of the proposed approaches on a data set that includes 1–10 occupants. These results indicate that Doppler radar with wavelet-based signal processing may be an effective tool for occupant count in smart building applications.

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Published In

Building and Environment

DOI

ISSN

0360-1323

Publication Date

May 15, 2023

Volume

236

Related Subject Headings

  • Building & Construction
  • 40 Engineering
  • 33 Built environment and design
 

Citation

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Islam, S. M. M., Droitcour, A., Yavari, E., Lubecke, V. M., & Boric-Lubecke, O. (2023). Building occupancy estimation using microwave Doppler radar and wavelet transform. Building and Environment, 236. https://doi.org/10.1016/j.buildenv.2023.110233
Islam, S. M. M., A. Droitcour, E. Yavari, V. M. Lubecke, and O. Boric-Lubecke. “Building occupancy estimation using microwave Doppler radar and wavelet transform.” Building and Environment 236 (May 15, 2023). https://doi.org/10.1016/j.buildenv.2023.110233.
Islam SMM, Droitcour A, Yavari E, Lubecke VM, Boric-Lubecke O. Building occupancy estimation using microwave Doppler radar and wavelet transform. Building and Environment. 2023 May 15;236.
Islam, S. M. M., et al. “Building occupancy estimation using microwave Doppler radar and wavelet transform.” Building and Environment, vol. 236, May 2023. Scopus, doi:10.1016/j.buildenv.2023.110233.
Islam SMM, Droitcour A, Yavari E, Lubecke VM, Boric-Lubecke O. Building occupancy estimation using microwave Doppler radar and wavelet transform. Building and Environment. 2023 May 15;236.
Journal cover image

Published In

Building and Environment

DOI

ISSN

0360-1323

Publication Date

May 15, 2023

Volume

236

Related Subject Headings

  • Building & Construction
  • 40 Engineering
  • 33 Built environment and design