Motion-Tolerant Non-Contact Heart-Rate Measurements from Radar Sensor Fusion.


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
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

Références

Biosensors (Basel). 2017 Nov 24;7(4):
pubmed: 29186786
IEEE Trans Biomed Eng. 2017 Jul;64(7):1479-1491
pubmed: 28113245
Animals (Basel). 2020 Jan 25;10(2):
pubmed: 31991803
IEEE Trans Biomed Eng. 2015 Feb;62(2):415-25
pubmed: 25216474
IEEE Trans Biomed Eng. 2000 Jan;47(1):105-14
pubmed: 10646285
IEEE Trans Biomed Eng. 1986 Jul;33(7):697-701
pubmed: 3733127
Sci Rep. 2018 May 31;8(1):8501
pubmed: 29855610
IEEE Trans Biomed Eng. 2016 Sep;63(9):1974-1984
pubmed: 26685222
Opt Express. 2008 Dec 22;16(26):21434-45
pubmed: 19104573
IEEE Trans Biomed Eng. 2018 Nov 20;:
pubmed: 30475707
Sensors (Basel). 2020 Nov 14;20(22):
pubmed: 33202567
Sensors (Basel). 2016 Aug 15;16(8):
pubmed: 27537880
Physiol Meas. 2016 May;37(5):N27-37
pubmed: 27100666
J Clin Monit Comput. 2013 Jun;27(3):313-7
pubmed: 23397431

Auteurs

Yu Rong (Y)

Center for Wireless Information Systems and Computational Architectures (WISCA), School of Electrical, Computer and Energy Engineering, Arizona State University, Tempe, AZ 85281, USA.

Arindam Dutta (A)

Center for Wireless Information Systems and Computational Architectures (WISCA), School of Electrical, Computer and Energy Engineering, Arizona State University, Tempe, AZ 85281, USA.

Alex Chiriyath (A)

Center for Wireless Information Systems and Computational Architectures (WISCA), School of Electrical, Computer and Energy Engineering, Arizona State University, Tempe, AZ 85281, USA.

Daniel W Bliss (DW)

Center for Wireless Information Systems and Computational Architectures (WISCA), School of Electrical, Computer and Energy Engineering, Arizona State University, Tempe, AZ 85281, USA.

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Classifications MeSH