Literature DB >> 24235293

Noncontact accurate measurement of cardiopulmonary activity using a compact quadrature Doppler radar sensor.

Wei Hu, Zhangyan Zhao, Yunfeng Wang, Haiying Zhang, Fujiang Lin.   

Abstract

The designed sensor enables accurate reconstruction of chest-wall movement caused by cardiopulmonary activities, and the algorithm enables estimation of respiration, heartbeat rate, and some indicators of heart rate variability (HRV). In particular, quadrature receiver and arctangent demodulation with calibration are introduced for high linearity representation of chest displacement; 24-bit ADCs with oversampling are adopted for radar baseband acquisition to achieve a high signal resolution; continuous-wavelet filter and ensemble empirical mode decomposition (EEMD) based algorithm are applied for cardio/pulmonary signal recovery and separation so that accurate beat-to-beat interval can be acquired in time domain for HRV analysis. In addition, the wireless sensor is realized and integrated on a printed circuit board compactly. The developed sensor system is successfully tested on both simulated target and human subjects. In simulated target experiments, the baseband signal-to-noise ratio (SNR) is 73.27 dB, high enough for heartbeat detection. The demodulated signal has 0.35% mean squared error, indicating high demodulation linearity. In human subject experiments, the relative error of extracted beat-to-beat intervals ranges from 2.53% to 4.83% compared with electrocardiography (ECG) R-R peak intervals. The sensor provides an accurate analysis for heart rate with the accuracy of 100% for p = 2% and higher than 97% for p = 1%.

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Year:  2013        PMID: 24235293     DOI: 10.1109/TBME.2013.2288319

Source DB:  PubMed          Journal:  IEEE Trans Biomed Eng        ISSN: 0018-9294            Impact factor:   4.538


  16 in total

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Authors:  Gregory P Heldt; Raymond J Ward
Journal:  IEEE Trans Biomed Eng       Date:  2015-08-11       Impact factor: 4.538

2.  Cognitive bio-radar: The natural evolution of bio-signals measurement.

Authors:  Daniel Malafaia; Beatriz Oliveira; Pedro Ferreira; Tiago Varum; José Vieira; Ana Tomé
Journal:  J Med Syst       Date:  2016-08-30       Impact factor: 4.460

3.  Simultaneous Tracking of Cardiorespiratory Signals for Multiple Persons Using a Machine Vision System With Noise Artifact Removal.

Authors:  Ali Al-Naji; Javaan Chahl
Journal:  IEEE J Transl Eng Health Med       Date:  2017-09-29       Impact factor: 3.316

4.  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

5.  Propagation of ground penetrating radar waves in Chinese coals.

Authors:  Duo Zhang; Rui Tang; Hu Wen; Shixing Fan
Journal:  PLoS One       Date:  2020-05-21       Impact factor: 3.240

6.  Ultra-Wideband Impulse Radar Through-Wall Detection of Vital Signs.

Authors:  Xiaolin Liang; Jianqin Deng; Hao Zhang; Thomas Aaron Gulliver
Journal:  Sci Rep       Date:  2018-09-06       Impact factor: 4.379

7.  HEAR: Approach for Heartbeat Monitoring with Body Movement Compensation by IR-UWB Radar.

Authors:  Wenfeng Yin; Xiuzhu Yang; Lei Li; Lin Zhang; Nattapong Kitsuwan; Eiji Oki
Journal:  Sensors (Basel)       Date:  2018-09-13       Impact factor: 3.576

8.  Quadrature Frequency-Group Radar and its center estimation algorithms for small Vibrational Displacement.

Authors:  Dong Kyoo Kim; Youjin Kim
Journal:  Sci Rep       Date:  2019-05-01       Impact factor: 4.379

9.  Non-Contact Monitoring and Classification of Breathing Pattern for the Supervision of People Infected by COVID-19.

Authors:  Ariana Tulus Purnomo; Ding-Bing Lin; Tjahjo Adiprabowo; Willy Fitra Hendria
Journal:  Sensors (Basel)       Date:  2021-05-03       Impact factor: 3.576

10.  Estimation of Human Body Vital Signs Based on 60 GHz Doppler Radar Using a Bound-Constrained Optimization Algorithm.

Authors:  Ting Zhang; Julien Sarrazin; Guido Valerio; Dan Istrate
Journal:  Sensors (Basel)       Date:  2018-07-12       Impact factor: 3.576

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