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WiGig-based Joint Multi-Person Positioning and Respiration Sensing

  • Haoqiu Xiong
  • , Zhuangzhuang Cui
  • , Yang Miao
  • , Sofie Pollin

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

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Abstract

Wi-Fi sensing has gained significant interest thanks to its low cost and easy deployment. However, existing works in WiGig-based sensing highly rely on prior knowledge such as the location of transmitter and receiver or known relative positions. To address these limitations, the paper presents a prior-knowledge-free approach for multi-person localization and breath rate (BR) estimation using the IEEE 802.11ay standard. This approach accomplishes two key objectives: (1) utilizing the beamforming functionalities specified in IEEE 802.11ay to estimate the line-of-sight (LoS) path, aiding in target localization, and (2) employing the density-based spatial clustering of applications with noise (DBSCAN) algorithm to associate scatterers with their respective targets, enhancing the robustness of BR estimation. Simulation results demonstrate that the proposed method achieves centimeter-level localization and precise BR estimation, all without relying on prior knowledge. This holds true even in harsh scenarios where target locations are close together.

Original languageEnglish
Title of host publication2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings
PublisherIEEE
Pages13321-13325
Number of pages5
ISBN (Electronic)9798350344851
DOIs
Publication statusPublished - 18 Mar 2024
Event2024 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2024: Signal Processing: The Foundation for True Intelligence - COEX, Seoul, Korea, Republic of
Duration: 14 Apr 202419 Apr 2024
https://2024.ieeeicassp.org/

Publication series

NameICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
ISSN (Print)1520-6149

Conference

Conference2024 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2024
Abbreviated titleICASSP 2024
Country/TerritoryKorea, Republic of
CitySeoul
Period14/04/2419/04/24
Internet address

Keywords

  • 2026 OA procedure
  • human respiration
  • IEEE 802.11ay
  • localization
  • Wi-Fi sensing
  • beam scanning

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