Assessment of Heart Rate Variability and Respiratory Sinus Arrhythmia via Doppler Radar

被引:141
作者
Massagram, Wansuree [1 ]
Lubecke, Victor M. [1 ,2 ]
Host-Madsen, Anders [1 ]
Boric-Lubecke, Olga [1 ,2 ]
机构
[1] Univ Hawaii Manoa, Dept Elect Engn, Honolulu, HI 96822 USA
[2] Kai Sensors Inc, Honolulu, HI 96822 USA
基金
美国国家科学基金会;
关键词
Doppler radar; heart rate variability (HRV); remote physiological sensing; respiratory sinus arrhythmia (RSA);
D O I
10.1109/TMTT.2009.2029716
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
An investigation of heart rate variability (HRV) and respiratory sinus arrhythmia (RSA) indices using data obtained from Doppler radar cardiopulmonary remote sensing is presented in this paper. High accuracy in extracting the HRV and RSA indices was achieved using a direct-conversion quadrature radar system with linear demodulation method. This method was validated using data obtained from 12 human subjects in seated and supine positions. For supine position measurements, all standard deviation of normal beat-to-beat interval indices from Doppler radar and electrocardiogram reference differed less than +/- 9 ms of each other, while all the root mean square of differences of successive normal beat-to-beat interval indices differed less than +/- 76 ms. The measurements from subjects, in seated and supine positions with normal RSA demonstrated that the results from radar correlated well with both respiratory piezoresistor chest belts. Higher level of HRV and RSA was detected in seated position, as expected.
引用
收藏
页码:2542 / 2549
页数:8
相关论文
共 20 条
  • [1] Prognostic value of heart rate variability in chronic congestive heart failure (veterans affairs' survival trial of antiarrhythmic therapy in congestive heart failure)
    Bilchick, KC
    Fetics, B
    Djoukeng, R
    Fisher, SG
    Fletcher, RD
    Singh, SN
    Nevo, E
    Berger, RD
    [J]. AMERICAN JOURNAL OF CARDIOLOGY, 2002, 90 (01) : 24 - 28
  • [2] Boric-Lubecke Olga, 2008, 2008 38th European Microwave Conference (EuMC), P420, DOI 10.1109/EUMC.2008.4751478
  • [3] Camm AJ, 1996, CIRCULATION, V93, P1043
  • [4] The effective stagnant thermal conductivity of porous media with periodic structures
    Cheng, P
    Hsu, CT
    [J]. JOURNAL OF POROUS MEDIA, 1999, 2 (01) : 19 - 38
  • [5] Evaluation of frequency and time-frequency spectral analysis of heart rate variability as a diagnostic marker of the sleep apnoea syndrome
    Hilton, MF
    Bates, RA
    Godfrey, KR
    Chappell, MJ
    Cayton, RM
    [J]. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 1999, 37 (06) : 760 - 769
  • [6] Effects of combination psychotropic drug treatment on heart rate variability in psychiatric patients
    Ikawa, M
    Tabuse, H
    Ueno, S
    Urano, T
    Sekiya, M
    Murakami, T
    [J]. PSYCHIATRY AND CLINICAL NEUROSCIENCES, 2001, 55 (04) : 341 - 345
  • [7] Multifractality in human heartbeat dynamics
    Ivanov, PC
    Amaral, LAN
    Goldberger, AL
    Havlin, S
    Rosenblum, MG
    Struzik, ZR
    Stanley, HE
    [J]. NATURE, 1999, 399 (6735) : 461 - 465
  • [8] Laser monitoring of chest wall displacement
    Kondo, T
    Uhlig, T
    Pemberton, P
    Sly, PD
    [J]. EUROPEAN RESPIRATORY JOURNAL, 1997, 10 (08) : 1865 - 1869
  • [9] MICROWAVE SENSING OF PHYSIOLOGICAL MOVEMENT AND VOLUME CHANGE - A REVIEW
    LIN, JC
    [J]. BIOELECTROMAGNETICS, 1992, 13 (06) : 557 - 565
  • [10] Malliani A, 1997, CIRCULATION, V96, P4143