Wavelet transform to quantify heart rate variability and to assess its instantaneous changes

被引:172
|
作者
Pichot, V
Gaspoz, JM
Molliex, S
Antoniadis, A
Busso, T
Roche, F
Costes, F
Quintin, L
Lacour, JR
Barthélémy, JC
机构
[1] Univ St Etienne, Physiol Lab, Grp Interet Publ Exercice, F-42055 St Etienne, France
[2] Hop Univ, Dept Anesthesie & Reanimat, F-42055 St Etienne, France
[3] Univ Grenoble 1, Dept Stat, F-38041 Grenoble, France
[4] Hop Univ Rockefeller, Environm Physiol Lab, URA 1341, Ctr Natl Rech Sci, F-69373 Lyon, France
[5] Univ Lyon 1, Lab Physiol Gip Exercice, F-69921 Lyon, France
[6] Hop Univ Geneve, Dept Med Interne, CH-1211 Geneva, Switzerland
关键词
Fourier transform; atropine; propranolol; autonomous nervous system;
D O I
10.1152/jappl.1999.86.3.1081
中图分类号
Q4 [生理学];
学科分类号
071003 ;
摘要
Heart rate variability is a recognized parameter for assessing autonomous nervous system activity. Fourier transform, the most commonly used method to analyze variability, does not offer an easy assessment of its dynamics because of limitations inherent in its stationary hypothesis. Conversely, wavelet transform allows analysis of nonstationary signals. We compared the respective yields of Fourier and wavelet transforms in analyzing heart rate variability during dynamic changes in autonomous nervous system balance induced by atropine and propranolol. Fourier and wavelet transforms were applied to sequences of heart rate intervals in six subjects receiving increasing doses of atropine and propranolol. At the lowest doses of atropine administered, heart rate variability increased, followed by a progressive decrease with higher doses. With the first dose of propranolol, there was a significant increase in heart rate variability, which progressively disappeared after the last dose. Wavelet transform gave significantly better quantitative analysis of heart rate variability than did Fourier transform during autonomous nervous system adaptations induced by both agents and provided novel temporally localized information.
引用
收藏
页码:1081 / 1091
页数:11
相关论文
共 50 条
  • [1] Wavelet transform: A better approach for the evaluation of instantaneous changes in heart rate variability
    Belova, Nina Y.
    Mihaylov, Stoyan V.
    Piryova, Boriana G.
    [J]. AUTONOMIC NEUROSCIENCE-BASIC & CLINICAL, 2007, 131 (1-2): : 107 - 122
  • [2] Wavelet transform analysis of heart rate variability to assess the autonomic changes associated with the onset of paroxysmal atrial fibrillation
    Furukawa, Y
    Shimizu, H
    Hiromoto, K
    Kanemori, T
    Tan, B
    Iwasaki, T
    [J]. EUROPEAN HEART JOURNAL, 2003, 24 : 391 - 391
  • [3] Wavelet transform analysis of heart rate variability to assess the autonomic changes with spontaneous coronary spasm of variant angina
    Tan, BH
    Shimizu, H
    Hiromoto, K
    Furukawa, Y
    [J]. CIRCULATION, 2002, 106 (19) : 662 - 662
  • [4] Wavelet transform analysis of heart rate variability to assess the autonomic changes associated with spontaneous coronary spasm of variant angina
    Tan, BH
    Shimizu, H
    Hiromoto, K
    Furukawa, Y
    Ohyanagi, M
    Iwasaki, T
    [J]. JOURNAL OF ELECTROCARDIOLOGY, 2003, 36 (02) : 117 - 124
  • [5] Heart rate variability analysis using wavelet transform
    Gamero, LG
    Risk, M
    Sobh, JF
    Ramirez, AJ
    Saul, JP
    [J]. COMPUTERS IN CARDIOLOGY 1996, 1996, : 177 - 180
  • [6] Application of the wavelet transform to Heart Rate Variability (HRV)
    Newandee, DA
    Reisman, SS
    [J]. PROCEEDINGS OF THE IEEE 28TH ANNUAL NORTHEAST BIOENGINEERING CONFERENCE, 2002, : 35 - 36
  • [7] Estimation of Heart Rate Variability Fluctuations by Wavelet Transform
    Popov, Anton
    Karplyuk, Yevgeniy
    Fesechko, Volodymyr
    [J]. INTERNATIONAL JOURNAL OF ELECTRONICS AND TELECOMMUNICATIONS, 2011, 57 (03) : 395 - 400
  • [8] Instantaneous changes in heart rate variability assessed by wavelet packet transformation with altered lower body pressurization and posture
    Tanaka, K
    Macias, B
    Steinbach, GC
    Hargens, AR
    [J]. FASEB JOURNAL, 2002, 16 (04): : A49 - A49
  • [9] Continuous wavelet filtering on webcam photoplethysmographic signals to remotely assess the instantaneous heart rate
    Bousefsaf, Frederic
    Maaoui, Choubeila
    Pruski, Alain
    [J]. BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2013, 8 (06) : 568 - 574
  • [10] Wavelet transform analysis of heart rate variability during myocardial ischaemia
    Gamero, LG
    Vila, J
    Palacios, F
    [J]. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2002, 40 (01) : 72 - 78