Motion-Tolerant Non-Contact Heart-Rate Measurements from Radar Sensor Fusion.
UWB
privacy preserving
radar
random body movement cancellation
vital signs
Journal
Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366
Informations de publication
Date de publication:
04 Mar 2021
04 Mar 2021
Historique:
received:
01
02
2021
revised:
18
02
2021
accepted:
25
02
2021
entrez:
3
4
2021
pubmed:
4
4
2021
medline:
28
4
2021
Statut:
epublish
Résumé
Microwave radar technology is very attractive for ubiquitous short-range health monitoring due to its non-contact, see-through, privacy-preserving and safe features compared to the competing remote technologies such as optics. The possibility of radar-based approaches for breathing and cardiac sensing was demonstrated a few decades ago. However, investigation regarding the robustness of radar-based vital-sign monitoring (VSM) is not available in the current radar literature. In this paper, we aim to close this gap by presenting an extensive experimental study of vital-sign radar approach. We consider diversity in test subjects, fitness levels, poses/postures, and, more importantly, random body movement (RBM) in the study. We discuss some new insights that lead to robust radar heart-rate (HR) measurements. A novel active motion cancellation signal-processing technique is introduced, exploiting dual ultra-wideband (UWB) radar system for motion-tolerant HR measurements. Additionally, we propose a spectral pruning routine to enhance HR estimation performance. We validate the proposed method theoretically and experimentally. Totally, we record and analyze about 3500 seconds of radar measurements from multiple human subjects.
Identifiants
pubmed: 33806426
pii: s21051774
doi: 10.3390/s21051774
pmc: PMC7961631
pii:
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
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