Literature DB >> 33806426

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

Yu Rong1, Arindam Dutta1, Alex Chiriyath1, Daniel W Bliss1.   

Abstract

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.

Entities:  

Keywords:  UWB; privacy preserving; radar; random body movement cancellation; vital signs

Mesh:

Year:  2021        PMID: 33806426      PMCID: PMC7961631          DOI: 10.3390/s21051774

Source DB:  PubMed          Journal:  Sensors (Basel)        ISSN: 1424-8220            Impact factor:   3.576


  14 in total

1.  Microwave life-detection systems for searching human subjects under earthquake rubble or behind barrier.

Authors:  K M Chen; Y Huang; J Zhang; A Norman
Journal:  IEEE Trans Biomed Eng       Date:  2000-01       Impact factor: 4.538

2.  A Novel Algorithm for Remote Photoplethysmography: Spatial Subspace Rotation.

Authors:  Wenjin Wang; Sander Stuijk; Gerard de Haan
Journal:  IEEE Trans Biomed Eng       Date:  2015-12-17       Impact factor: 4.538

3.  Algorithmic Principles of Remote PPG.

Authors:  Wenjin Wang; Albertus C den Brinker; Sander Stuijk; Gerard de Haan
Journal:  IEEE Trans Biomed Eng       Date:  2016-09-13       Impact factor: 4.538

4.  Single Element Remote-PPG.

Authors:  Wenjin Wang; Albertus C Den Brinker; Gerard De Haan
Journal:  IEEE Trans Biomed Eng       Date:  2018-11-20       Impact factor: 4.538

5.  Exploiting spatial redundancy of image sensor for motion robust rPPG.

Authors:  Wenjin Wang; Sander Stuijk; Gerard de Haan
Journal:  IEEE Trans Biomed Eng       Date:  2014-09-08       Impact factor: 4.538

6.  An X-band microwave life-detection system.

Authors:  K M Chen; D Misra; H Wang; H R Chuang; E Postow
Journal:  IEEE Trans Biomed Eng       Date:  1986-07       Impact factor: 4.538

7.  Remote plethysmographic imaging using ambient light.

Authors:  Wim Verkruysse; Lars O Svaasand; J Stuart Nelson
Journal:  Opt Express       Date:  2008-12-22       Impact factor: 3.894

8.  A Radar-Based Smart Sensor for Unobtrusive Elderly Monitoring in Ambient Assisted Living Applications.

Authors:  Giovanni Diraco; Alessandro Leone; Pietro Siciliano
Journal:  Biosensors (Basel)       Date:  2017-11-24

9.  New insights into the origin of remote PPG signals in visible light and infrared.

Authors:  Andreia V Moço; Sander Stuijk; Gerard de Haan
Journal:  Sci Rep       Date:  2018-05-31       Impact factor: 4.379

10.  Non-Contact Vital Signs Monitoring of Dog and Cat Using a UWB Radar.

Authors:  Pengfei Wang; Yangyang Ma; Fulai Liang; Yang Zhang; Xiao Yu; Zhao Li; Qiang An; Hao Lv; Jianqi Wang
Journal:  Animals (Basel)       Date:  2020-01-25       Impact factor: 2.752

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  2 in total

1.  A new principle of pulse detection based on terahertz wave plethysmography.

Authors:  Yu Rong; Panagiotis C Theofanopoulos; Georgios C Trichopoulos; Daniel W Bliss
Journal:  Sci Rep       Date:  2022-04-15       Impact factor: 4.379

2.  Noncontact Sleeping Heartrate Monitoring Method Using Continuous-Wave Doppler Radar Based on the Difference Quadratic Sum Demodulation and Search Algorithm.

Authors:  Xiao Chen; Xuxiang Ni
Journal:  Sensors (Basel)       Date:  2022-10-09       Impact factor: 3.847

  2 in total

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