MATLAB SOFTWARE FOR DETRENDED FLUCTUATION ANALYSIS OF HEART RATE VARIABILITY

被引:0
|
作者
Leite, Fernando S. [1 ]
da Rocha, Adson F. [1 ,2 ]
Carvalho, Joao L. A. [1 ,2 ]
机构
[1] Univ Brasilia, Dept Elect Engn, Brasilia, DF, Brazil
[2] Univ Brasilia, UnB Gama Fac, Brasilia, DF, Brazil
关键词
Detrended fluctuation analysis; DFA; Heart rate variability; HRV;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The analysis of heart rate variability (HRV) is an important tool for the assessment of the autonomic regulation of circulatory function. HRV analysis is usually performed using methods that are based on the assumption that the signal is stationary within the experiment duration, which is generally not true for long-duration signals (e.g., 24-hour Holter) or signals acquired during stress tests. This paper presents a Matlab tool for detrended fluctuation analysis (DFA) of HRV signals. DFA is applicable in the context of nonstationary signals, since it involves removing fluctuation trends from the signal. The software is validated using simulated signals with different power-law characteristics, and then demonstrated using real HRV signals, obtained from three groups of subjects: healthy volunteers, individuals with Chagas disease, and individuals with mild to moderate hypertension.
引用
收藏
页码:225 / 229
页数:5
相关论文
共 50 条
  • [1] A sliding window approach to detrended fluctuation analysis of heart rate variability
    Almeida, Daniel L. F.
    Soares, Fabiano A.
    Carvalho, Joao L. A.
    [J]. 2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2013, : 3278 - 3281
  • [2] Interpretation of heart rate variability via detrended fluctuation analysis and αβ filter
    Echeverría, JC
    Woolfson, MS
    Crowe, JA
    Hayes-Gill, BR
    Croaker, GDH
    Vyas, H
    [J]. CHAOS, 2003, 13 (02) : 467 - 475
  • [3] Detrended fluctuation analysis of heart rate variability in obstructive sleep apnea
    Shin, C. J.
    Park, D. H.
    [J]. EUROPEAN NEUROPSYCHOPHARMACOLOGY, 2008, 18 : S217 - S218
  • [4] Can the Detrended Fluctuation Analysis Reveal Nonlinear Components of Heart Rate Variability?
    Castiglioni, Paolo
    Parati, Gianfranco
    Faini, Andrea
    [J]. 2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2019, : 6351 - 6354
  • [5] Sensitivity of detrended fluctuation analysis applied to heart rate variability of preterm newborns
    Morren, Geert
    Lemmerling, Philippe
    Daniels, Hans
    Naulaers, Gunnar
    Van Huffel, Sabine
    [J]. 2005 27TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-7, 2005, : 319 - 322
  • [6] Development of a Matlab software for analysis of heart rate variability
    de Carvalho, JLA
    da Rocha, AF
    de Oliveira Nascimento, FA
    Neto, JS
    Junqueira, LF
    [J]. 2002 6TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS I AND II, 2002, : 1488 - 1491
  • [7] Repeatability of heart rate variability in congenital hypothyroidism as analysed by detrended fluctuation analysis
    Echeverria, J. C.
    Solis, L. I.
    Perez, J. E.
    Gaitan, M. J.
    Rivera, I. R.
    Mandujano, M.
    Sanchez, M. C.
    Gonzalez-Camarena, R.
    [J]. PHYSIOLOGICAL MEASUREMENT, 2009, 30 (10) : 1017 - 1025
  • [8] Detrended fluctuation analysis:: a suitable method for studying fetal heart rate variability?
    Echeverría, JC
    Hayes-Gill, BR
    Crowe, JA
    Woolfson, MS
    [J]. PHYSIOLOGICAL MEASUREMENT, 2004, 25 (03) : 763 - 774
  • [9] Relationship between detrended fluctuation analysis and spectral analysis of heart-rate variability
    Willson, K
    Francis, DP
    Wensel, R
    Coats, AJS
    Parker, KH
    [J]. PHYSIOLOGICAL MEASUREMENT, 2002, 23 (02) : 385 - 401
  • [10] Heart Rate Variability Analysis Using Approximate Entropy and Detrended Fluctuation for Monitoring Heart Condition
    Khan, Ainul Anam Shahjamal
    Mumtahina, Umme
    Yeasmin, Nusrat
    [J]. 2013 INTERNATIONAL CONFERENCE ON INFORMATICS, ELECTRONICS & VISION (ICIEV), 2013,