Skip to main content
Erschienen in: Medical & Biological Engineering & Computing 12/2006

01.12.2006 | Review Article

Heart rate variability: a review

verfasst von: U. Rajendra Acharya, K. Paul Joseph, N. Kannathal, Choo Min Lim, Jasjit S. Suri

Erschienen in: Medical & Biological Engineering & Computing | Ausgabe 12/2006

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Heart rate variability (HRV) is a reliable reflection of the many physiological factors modulating the normal rhythm of the heart. In fact, they provide a powerful means of observing the interplay between the sympathetic and parasympathetic nervous systems. It shows that the structure generating the signal is not only simply linear, but also involves nonlinear contributions. Heart rate (HR) is a nonstationary signal; its variation may contain indicators of current disease, or warnings about impending cardiac diseases. The indicators may be present at all times or may occur at random—during certain intervals of the day. It is strenuous and time consuming to study and pinpoint abnormalities in voluminous data collected over several hours. Hence, HR variation analysis (instantaneous HR against time axis) has become a popular noninvasive tool for assessing the activities of the autonomic nervous system. Computer based analytical tools for in-depth study of data over daylong intervals can be very useful in diagnostics. Therefore, the HRV signal parameters, extracted and analyzed using computers, are highly useful in diagnostics. In this paper, we have discussed the various applications of HRV and different linear, frequency domain, wavelet domain, nonlinear techniques used for the analysis of the HRV.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Acharya UR, Min LC, Joseph P (2002) HRV analysis using correlation dimension and DFA. Innov Tech Biol Med (ITBM-RBM) 23:333–339 Acharya UR, Min LC, Joseph P (2002) HRV analysis using correlation dimension and DFA. Innov Tech Biol Med (ITBM-RBM) 23:333–339
2.
Zurück zum Zitat Acharya UR, Bhat PS, Iyengar SS, Rao A, Dua S (2003) Classification of heart rate using artificial neural network and fuzzy equivalence relation. Pattern Recogn 36:61–68MATH Acharya UR, Bhat PS, Iyengar SS, Rao A, Dua S (2003) Classification of heart rate using artificial neural network and fuzzy equivalence relation. Pattern Recogn 36:61–68MATH
3.
Zurück zum Zitat Acharya UR, Kannathal N, Krishnan SM (2004) Comprehensive analysis of cardiac health using heart rate signals. Physiol Meas J 25:1130–1151 Acharya UR, Kannathal N, Krishnan SM (2004) Comprehensive analysis of cardiac health using heart rate signals. Physiol Meas J 25:1130–1151
4.
Zurück zum Zitat Acharya UR, Kannathal N, Seng OW, Ping LY, Chua T (2004) Heart rate analysis in normal subjects of various age groups. Biomed Online J USA 3(24) Acharya UR, Kannathal N, Seng OW, Ping LY, Chua T (2004) Heart rate analysis in normal subjects of various age groups. Biomed Online J USA 3(24)
5.
Zurück zum Zitat Akaike H (1969) Fitting autoregressive models for prediction. Ann Inst Stat Math 21:243–247MATHMathSciNet Akaike H (1969) Fitting autoregressive models for prediction. Ann Inst Stat Math 21:243–247MATHMathSciNet
6.
Zurück zum Zitat Akaike H (1974) A new look at statistical model identification. IEEE Trans Autom Control 19:716–723MATHMathSciNet Akaike H (1974) A new look at statistical model identification. IEEE Trans Autom Control 19:716–723MATHMathSciNet
7.
Zurück zum Zitat Akay M (2001) Nonlinear biomedical signal processing dynamic analysis and modeling, vol II. IEEE Press, New York Akay M (2001) Nonlinear biomedical signal processing dynamic analysis and modeling, vol II. IEEE Press, New York
8.
Zurück zum Zitat Akselrod S, Gordon D, Ubel FA, Shannon DC, Barger MA, Cohen RJ (1981) Power spectrum analysis of heart rate fluctuation. Science 213:220–222 Akselrod S, Gordon D, Ubel FA, Shannon DC, Barger MA, Cohen RJ (1981) Power spectrum analysis of heart rate fluctuation. Science 213:220–222
9.
Zurück zum Zitat Akselrod S, Gordon D, Madwed J, Snidman N, Shannon D, Cohen R (1985) Hemodynamic regulation: investigation by spectral analysis. Am J Physiol 249:H867–H875 Akselrod S, Gordon D, Madwed J, Snidman N, Shannon D, Cohen R (1985) Hemodynamic regulation: investigation by spectral analysis. Am J Physiol 249:H867–H875
10.
Zurück zum Zitat Axelrod S, Lishner M, Oz O, Bernheim J, Ravid M (1987) Spectral analysis of fluctuations in heart rate: an objective evaluation of autonomic nervous control in chronic renal failure. Nephron 45:202–206 Axelrod S, Lishner M, Oz O, Bernheim J, Ravid M (1987) Spectral analysis of fluctuations in heart rate: an objective evaluation of autonomic nervous control in chronic renal failure. Nephron 45:202–206
11.
Zurück zum Zitat Barutcu I, Esen AM, Kaya D, Turkmen M, Karakaya O, Melek M, Esen OB, Basaran Y (2005) Cigarette smoking and heart rate variability: dynamic influence of parasympathetic and sympathetic maneuvers. Ann Noninvas Electrocardiol 10(3):324–329 Barutcu I, Esen AM, Kaya D, Turkmen M, Karakaya O, Melek M, Esen OB, Basaran Y (2005) Cigarette smoking and heart rate variability: dynamic influence of parasympathetic and sympathetic maneuvers. Ann Noninvas Electrocardiol 10(3):324–329
12.
Zurück zum Zitat Bekheit S, Tangella M, el-Sakr A, Rasheed Q, Craelius W, el-Sherif N (1990) Use of heart rate spectral analysis to study the effects of calcium channel blockers on sympathetic activity after myocardial infarction. Am Heart J 119:79–85 Bekheit S, Tangella M, el-Sakr A, Rasheed Q, Craelius W, el-Sherif N (1990) Use of heart rate spectral analysis to study the effects of calcium channel blockers on sympathetic activity after myocardial infarction. Am Heart J 119:79–85
13.
Zurück zum Zitat Berger RD,Akselrod S,Gordon D,Cohen RJ (1986) An efficient algorithm for spectral analysis of heart rate variability. IEEE Trans Biomed Eng 33:900–904 Berger RD,Akselrod S,Gordon D,Cohen RJ (1986) An efficient algorithm for spectral analysis of heart rate variability. IEEE Trans Biomed Eng 33:900–904
14.
Zurück zum Zitat de Boer RW, Karemaker JM, Strackee J (1985) Relationships between short-term blood-pressure fluctuations and heart-rate variability in resting subjects. I: a spectral analysis approach. Med Biol Eng Comput 23(4):352–358 de Boer RW, Karemaker JM, Strackee J (1985) Relationships between short-term blood-pressure fluctuations and heart-rate variability in resting subjects. I: a spectral analysis approach. Med Biol Eng Comput 23(4):352–358
15.
Zurück zum Zitat de Boer RW, Karemaker JM, Strackee J (1985) Relationships between short-term blood-pressure fluctuations and heart-rate variability in resting subjects. II: a simple model. Med Biol Eng Comput 23(4):359–64 de Boer RW, Karemaker JM, Strackee J (1985) Relationships between short-term blood-pressure fluctuations and heart-rate variability in resting subjects. II: a simple model. Med Biol Eng Comput 23(4):359–64
16.
Zurück zum Zitat de Boer RW, Karemaker JM, Strackee J (1985) Spectrum of a series of point events, generated by the integral pulse frequency modulation model. Med Biol Eng Comput 23(2):138–142 de Boer RW, Karemaker JM, Strackee J (1985) Spectrum of a series of point events, generated by the integral pulse frequency modulation model. Med Biol Eng Comput 23(2):138–142
17.
Zurück zum Zitat Bonnemeier H, Wiegand UKH, Brandes A, Kluge N, Katus HA, Richardt G, Potratz J (2003) Circadian profile of cardiac autonomic nervous modulation in healthy subjects: Differing Effects of aging and Gender on heart rate variability. J Cardiovasc Electrophysiol 14:8791–799 Bonnemeier H, Wiegand UKH, Brandes A, Kluge N, Katus HA, Richardt G, Potratz J (2003) Circadian profile of cardiac autonomic nervous modulation in healthy subjects: Differing Effects of aging and Gender on heart rate variability. J Cardiovasc Electrophysiol 14:8791–799
18.
Zurück zum Zitat Bracic M, Stefanovska A (1998) Wavelet-based analysis of human blood-flow dynamics. Bull Math Biol 60:919–935MATH Bracic M, Stefanovska A (1998) Wavelet-based analysis of human blood-flow dynamics. Bull Math Biol 60:919–935MATH
19.
Zurück zum Zitat Broadman A, Schlindwein FS, Rocha AP, Leite A (2002) A study on the optimum order of autoregressive models for heart rate variability. Physiol Meas 23:324–36 Broadman A, Schlindwein FS, Rocha AP, Leite A (2002) A study on the optimum order of autoregressive models for heart rate variability. Physiol Meas 23:324–36
20.
Zurück zum Zitat Bušek P, Vaòková J, Opavský J, Salinger J, Nevšímalová S (2005) Spectral analysis of heart rate variability in sleep. Physiol Res 54:369–376 Bušek P, Vaòková J, Opavský J, Salinger J, Nevšímalová S (2005) Spectral analysis of heart rate variability in sleep. Physiol Res 54:369–376
21.
Zurück zum Zitat Carney RM, Blumenthal JA, Stein PK, Watkins L, Catellier D, Berkman LF, Czajkowski SM, O’Connor C, Stone PH, Freedland KE (2001) Depression, heart rate variability, and acute myocardial infarction. Circulation 104:2024 Carney RM, Blumenthal JA, Stein PK, Watkins L, Catellier D, Berkman LF, Czajkowski SM, O’Connor C, Stone PH, Freedland KE (2001) Depression, heart rate variability, and acute myocardial infarction. Circulation 104:2024
22.
Zurück zum Zitat Carney RM, Blumenthal JA, Freedland KE, Stein PK, Howells WB, Berkman LF, Watkins LL, Czajkowski SM, Hayano J, Domitrovich PP, Jaffe AS (2005) Low heart rate variability and the effect of depression on post—myocardial infarction mortality. Arch Intern Med 165:1486–1491 Carney RM, Blumenthal JA, Freedland KE, Stein PK, Howells WB, Berkman LF, Watkins LL, Czajkowski SM, Hayano J, Domitrovich PP, Jaffe AS (2005) Low heart rate variability and the effect of depression on post—myocardial infarction mortality. Arch Intern Med 165:1486–1491
23.
Zurück zum Zitat Censi F, Calcagnini G, Cerutti S (2002) Coupling patterns between spontaneous rhythms and respiration in cardiovascular variability signals. Comput Meth Programs Biomed 68(1):37–47 Censi F, Calcagnini G, Cerutti S (2002) Coupling patterns between spontaneous rhythms and respiration in cardiovascular variability signals. Comput Meth Programs Biomed 68(1):37–47
24.
Zurück zum Zitat Chandran V, Elgar S (1993) Pattern recognition using invariants defined from higher order spectra—one-dimensional inputs. IEEE Trans Signal Process 41:1 Chandran V, Elgar S (1993) Pattern recognition using invariants defined from higher order spectra—one-dimensional inputs. IEEE Trans Signal Process 41:1
25.
Zurück zum Zitat Chua KC, Chandran V, Acharya UR, Min LC (2006) Computer-based analysis of cardiac state using entropies, recurrence plots and Poincare geometry. J Med Eng Technol UK (in press) Chua KC, Chandran V, Acharya UR, Min LC (2006) Computer-based analysis of cardiac state using entropies, recurrence plots and Poincare geometry. J Med Eng Technol UK (in press)
26.
Zurück zum Zitat Chui CK (1992) Wavelet analysis and its applications. Acadamic, Boston, MA Chui CK (1992) Wavelet analysis and its applications. Acadamic, Boston, MA
27.
Zurück zum Zitat Cohen ME, Hudson DL, Deedwania PC (1996) Applying continuous chaotic modeling to cardiac signal analysis. IEEE Eng Med Biol 15:97–102 Cohen ME, Hudson DL, Deedwania PC (1996) Applying continuous chaotic modeling to cardiac signal analysis. IEEE Eng Med Biol 15:97–102
28.
Zurück zum Zitat Coumel P, Hermida JS, Wennerblom B, Leenhardt A, Maison-Blanche P, Cauchemez B (1991) Heart rate variability in left ventricular hypertrophy and heart failure, and the effects of beta-blockade. Eur Heart J 12:412–422 Coumel P, Hermida JS, Wennerblom B, Leenhardt A, Maison-Blanche P, Cauchemez B (1991) Heart rate variability in left ventricular hypertrophy and heart failure, and the effects of beta-blockade. Eur Heart J 12:412–422
29.
Zurück zum Zitat Cysarz D, Bettermann H, van Leeuwen P (2000) Entropies of short binary sequences in heart period dynamics. Am J Physiol Heart Circ Physiol 278:H2163–H2172 Cysarz D, Bettermann H, van Leeuwen P (2000) Entropies of short binary sequences in heart period dynamics. Am J Physiol Heart Circ Physiol 278:H2163–H2172
30.
Zurück zum Zitat Davy KP, Desouza CA, Jones PP, Seals DR (1998) Elevated heart rate variability in physically active young and older adult women. Clin Sci 94:579–584 Davy KP, Desouza CA, Jones PP, Seals DR (1998) Elevated heart rate variability in physically active young and older adult women. Clin Sci 94:579–584
31.
Zurück zum Zitat Drinnan MJ, Allen J, Langley P, Murray A (2000) Detection of sleep apnoea from frequency analysis of heart rate variability. Comput Cardiol 27:259–62 Drinnan MJ, Allen J, Langley P, Murray A (2000) Detection of sleep apnoea from frequency analysis of heart rate variability. Comput Cardiol 27:259–62
32.
Zurück zum Zitat Duru F, Candinas R, Dziekan G, Goebbels U, Myers J, Dubach P, Chur K (2000) Effect of exercise training on heart rate variability in patients with new-onset left ventricular dysfunction after myocardial infarction. Am Heart J 140(1):157–161 Duru F, Candinas R, Dziekan G, Goebbels U, Myers J, Dubach P, Chur K (2000) Effect of exercise training on heart rate variability in patients with new-onset left ventricular dysfunction after myocardial infarction. Am Heart J 140(1):157–161
33.
Zurück zum Zitat Eckmann JP, Kamphorst SO, Ruelle D (1987) Recurrence plots of dynamical systems. Europhys Lett 4:973–977 Eckmann JP, Kamphorst SO, Ruelle D (1987) Recurrence plots of dynamical systems. Europhys Lett 4:973–977
34.
Zurück zum Zitat Elsenbrunch S, Harnish MJ, Orr WC (1999) Heart rate variability during waking and sleep in healthy males and females. Sleep 22(8):1067–1071 Elsenbrunch S, Harnish MJ, Orr WC (1999) Heart rate variability during waking and sleep in healthy males and females. Sleep 22(8):1067–1071
35.
Zurück zum Zitat Emese N, Hajnalka O, Bardos G, Molnar P (2000) Gender-related heart rate differences in human neonates. Pediatr Res 47(6):778–780 Emese N, Hajnalka O, Bardos G, Molnar P (2000) Gender-related heart rate differences in human neonates. Pediatr Res 47(6):778–780
36.
Zurück zum Zitat Eryonucu B, Uzun K, Güler N, Bilge M (2001) Comparison of the acute effects of salbutamol and terbutaline on heart rate variability in adult asthmatic patients. Eur Respir J 17:863–867 Eryonucu B, Uzun K, Güler N, Bilge M (2001) Comparison of the acute effects of salbutamol and terbutaline on heart rate variability in adult asthmatic patients. Eur Respir J 17:863–867
37.
Zurück zum Zitat Ewing DJ, Winney R (1975) Autonomic function in patients with chronic renal failure on intermittent haemodialysis. Nephron 15(6):424–429 Ewing DJ, Winney R (1975) Autonomic function in patients with chronic renal failure on intermittent haemodialysis. Nephron 15(6):424–429
38.
Zurück zum Zitat Farrell TG, Bashir Y, Cripps T, Malik M, Poloniecki J, Bennett ED, Ward DE, Camm AJ (1991) Risk stratification for arrhythmic events in postinfarction patients based on heart rate variability, ambulatory electrocardiographic variables and the signal-averaged electrocardiogram. J Am Coll Cardiol 18:687–697 Farrell TG, Bashir Y, Cripps T, Malik M, Poloniecki J, Bennett ED, Ward DE, Camm AJ (1991) Risk stratification for arrhythmic events in postinfarction patients based on heart rate variability, ambulatory electrocardiographic variables and the signal-averaged electrocardiogram. J Am Coll Cardiol 18:687–697
39.
Zurück zum Zitat Fell J, Mann K, Roschke J, Gopinathan MS (2000) Nonlinear analysis of continuous ECG during sleep I. Reconstruction. Biol Cybernat 82:477–483 Fell J, Mann K, Roschke J, Gopinathan MS (2000) Nonlinear analysis of continuous ECG during sleep I. Reconstruction. Biol Cybernat 82:477–483
40.
Zurück zum Zitat Finley JP, Nungent ST, Hellenbrand W (1987) Heart rate variability in children, spectral analysis of developmental changes between 5 and 25 years. Can J Physiol Pharmacol 65:2048–2052 Finley JP, Nungent ST, Hellenbrand W (1987) Heart rate variability in children, spectral analysis of developmental changes between 5 and 25 years. Can J Physiol Pharmacol 65:2048–2052
41.
Zurück zum Zitat Forsstrom J, Forsstrom J, Heinonen E, Valimaki I, Antila K (1986) Effects of haemodialysis on heart rate variability in chronic renal failure. Scand J Clin Lab Invest 46:665–670 Forsstrom J, Forsstrom J, Heinonen E, Valimaki I, Antila K (1986) Effects of haemodialysis on heart rate variability in chronic renal failure. Scand J Clin Lab Invest 46:665–670
42.
Zurück zum Zitat Fraser AM (1989) Information and entropy in strange attractors. IEEE Trans Inform Theory 35:245–262MATHMathSciNet Fraser AM (1989) Information and entropy in strange attractors. IEEE Trans Inform Theory 35:245–262MATHMathSciNet
43.
Zurück zum Zitat Fraser AM, Swinney HL (1986) Independent coordinates for strange attractors from mutual information. Phys Rev A 33:1134–1140MathSciNetMATH Fraser AM, Swinney HL (1986) Independent coordinates for strange attractors from mutual information. Phys Rev A 33:1134–1140MathSciNetMATH
44.
Zurück zum Zitat Gamero LG, Vila J, Palacios F (2002) Wavelet transform analysis of heart rate variability during myocardial ischaemia. Med Biol Eng Comput 40:72–78 Gamero LG, Vila J, Palacios F (2002) Wavelet transform analysis of heart rate variability during myocardial ischaemia. Med Biol Eng Comput 40:72–78
45.
Zurück zum Zitat Gates GJ, Mateika SE, Mateika JH (2005) Heart rate variability in non-apneic snorers and controls before and after continuous positive airway pressure. BMC Pulm Med 5:9 Gates GJ, Mateika SE, Mateika JH (2005) Heart rate variability in non-apneic snorers and controls before and after continuous positive airway pressure. BMC Pulm Med 5:9
46.
Zurück zum Zitat Ge D, Srinivasan N, Krishnan SM (2002) Cardiac arrhythmia classification using autoregressive modeling. BioMed Eng Online 1(1):5 Ge D, Srinivasan N, Krishnan SM (2002) Cardiac arrhythmia classification using autoregressive modeling. BioMed Eng Online 1(1):5
47.
Zurück zum Zitat Goldberger AL, West BJ (1987) Application of nonlinear dynamics to clinical cardiology. Ann NY Acad Sci 504:195–213 Goldberger AL, West BJ (1987) Application of nonlinear dynamics to clinical cardiology. Ann NY Acad Sci 504:195–213
48.
Zurück zum Zitat Grassberger P, Procassia I (1983) Measuring the strangeness of strange attractors. Physica D 9:189–208MATHMathSciNet Grassberger P, Procassia I (1983) Measuring the strangeness of strange attractors. Physica D 9:189–208MATHMathSciNet
49.
Zurück zum Zitat Grossman P, Karemaker J, Wieling W (1991) Prediction of tonic parasympathetic cardiac control using respiratory sinus arrhythmia: the need for respiratory control. Psychophysiology 28:201–216 Grossman P, Karemaker J, Wieling W (1991) Prediction of tonic parasympathetic cardiac control using respiratory sinus arrhythmia: the need for respiratory control. Psychophysiology 28:201–216
50.
Zurück zum Zitat Grossmann A, Kronland-Martinet R, Morlet J (1989/1990) Reading and understanding continuous wavelet transforms. In: Combes JM, Grossmann A, Tchamitchian Ph (eds) Wavelets: time-frequency methods and phase space. Springer, Berlin Heidelberg New York, pp 2–20 Grossmann A, Kronland-Martinet R, Morlet J (1989/1990) Reading and understanding continuous wavelet transforms. In: Combes JM, Grossmann A, Tchamitchian Ph (eds) Wavelets: time-frequency methods and phase space. Springer, Berlin Heidelberg New York, pp 2–20
51.
Zurück zum Zitat Guzzetti S, Piccaluga E, Casati R, Cerutti S, Lombardi F, Pagani M et al (1988) Sympathetic predominance in essential hypertension: a study employing spectral analysis of heart rate variability. J Hypertens 6:711–717 Guzzetti S, Piccaluga E, Casati R, Cerutti S, Lombardi F, Pagani M et al (1988) Sympathetic predominance in essential hypertension: a study employing spectral analysis of heart rate variability. J Hypertens 6:711–717
52.
Zurück zum Zitat Hayano J, Yamada M, Sakakibara Y et al (1990) short, longterm effects of cigarette smoking on heart rate variability. Am J Cardiol 65:84–88 Hayano J, Yamada M, Sakakibara Y et al (1990) short, longterm effects of cigarette smoking on heart rate variability. Am J Cardiol 65:84–88
53.
Zurück zum Zitat Higuchi T (1988) Aproach to an irregular time series on the basis of the fractal theory. Physica D 31:277–283MATHMathSciNet Higuchi T (1988) Aproach to an irregular time series on the basis of the fractal theory. Physica D 31:277–283MATHMathSciNet
54.
Zurück zum Zitat Ho KK, Moody GB, Peng CK, Meitus JE, Larson MG, Levy D, Goldberger AL (1997) Predicting survival in heart failure case and control subjects by use of fully automated methods for deriving nonlinear and conventional indices of heart rate dynamics. Circulation 96:842–848 Ho KK, Moody GB, Peng CK, Meitus JE, Larson MG, Levy D, Goldberger AL (1997) Predicting survival in heart failure case and control subjects by use of fully automated methods for deriving nonlinear and conventional indices of heart rate dynamics. Circulation 96:842–848
55.
Zurück zum Zitat Huikuri HV, Makikallio TH, Peng CK, Goldberger AL, Hintze U, Moller M (2000) Fractal correlation properties of R–R interval dynamics and mortality in patients with depressed left ventricular function after an acute myocardial infarction. Circulation 101:47–53 Huikuri HV, Makikallio TH, Peng CK, Goldberger AL, Hintze U, Moller M (2000) Fractal correlation properties of R–R interval dynamics and mortality in patients with depressed left ventricular function after an acute myocardial infarction. Circulation 101:47–53
56.
Zurück zum Zitat Jamsek J, Stefanovska A, McClintock PVE (2004) Nonlinear cardio-respiratory interactions revealed by time-phase bispectral analysis. Phys Med Biol 49:4407–4425 Jamsek J, Stefanovska A, McClintock PVE (2004) Nonlinear cardio-respiratory interactions revealed by time-phase bispectral analysis. Phys Med Biol 49:4407–4425
57.
Zurück zum Zitat Kamath MV, Fallen EL (1993) Power spectral analysis of heart rate variability: a noninvasive signature of cardiac autonomic function. Crit Rev Biomed Eng 21(3):245–311 Kamath MV, Fallen EL (1993) Power spectral analysis of heart rate variability: a noninvasive signature of cardiac autonomic function. Crit Rev Biomed Eng 21(3):245–311
58.
Zurück zum Zitat Kamath MV, Fallen EL (1995) Correction of the heart rate vaiability signal for ectopics and missing beats. In: Malik M, Camm AJ (eds) Heart rate variability. Futura, Armonk, pp 75–85 Kamath MV, Fallen EL (1995) Correction of the heart rate vaiability signal for ectopics and missing beats. In: Malik M, Camm AJ (eds) Heart rate variability. Futura, Armonk, pp 75–85
59.
Zurück zum Zitat Kamen PW, Krum H, Tonkin AM (1996) Poincare plot of heart rate variability allows quantitative display of parasympathetic nervous activity. Clin Sci 91:201–208 Kamen PW, Krum H, Tonkin AM (1996) Poincare plot of heart rate variability allows quantitative display of parasympathetic nervous activity. Clin Sci 91:201–208
60.
Zurück zum Zitat Kaplan DK, Cohen JR (1991) Searching for chaos in fibrillation. Ann NY Acad Sci 367–374 Kaplan DK, Cohen JR (1991) Searching for chaos in fibrillation. Ann NY Acad Sci 367–374
61.
Zurück zum Zitat Katona PG, Jih F (1975) Respiratory sinus arrhythmia: noninvasive measure of parasympathetic cardiac control. J Appl Physiol 39:801–805 Katona PG, Jih F (1975) Respiratory sinus arrhythmia: noninvasive measure of parasympathetic cardiac control. J Appl Physiol 39:801–805
62.
Zurück zum Zitat Katz MJ (1988) Fractals and analysis of waveforms. Comput Biol Med 18:145–156 Katz MJ (1988) Fractals and analysis of waveforms. Comput Biol Med 18:145–156
63.
Zurück zum Zitat Kleiger RE, Bigger JT, Bosner MS, Chung MK, Cook JR, Rolnitzky LM et al (1991) Stability over time of variables measuring heart rate variability in normal subjects. Am J Cardiol 68:626–630 Kleiger RE, Bigger JT, Bosner MS, Chung MK, Cook JR, Rolnitzky LM et al (1991) Stability over time of variables measuring heart rate variability in normal subjects. Am J Cardiol 68:626–630
64.
Zurück zum Zitat Kobayashi M,Musha T (1982) 1/f fluctuation of heart beat period. IEEE Trans Biomed Eng 29:456–457 Kobayashi M,Musha T (1982) 1/f fluctuation of heart beat period. IEEE Trans Biomed Eng 29:456–457
65.
Zurück zum Zitat Kovatchev BP, Farhy LS, Cao H, Griffin MP, Lake DE, Moorman JR (2003) Sample asymmetry analysis of heart rate characteristics with application to neonatal sepsis and systemic inflammatory response syndrome. Pediatr Res 54:892–898 Kovatchev BP, Farhy LS, Cao H, Griffin MP, Lake DE, Moorman JR (2003) Sample asymmetry analysis of heart rate characteristics with application to neonatal sepsis and systemic inflammatory response syndrome. Pediatr Res 54:892–898
66.
Zurück zum Zitat Laude D, Elghozi JL, Girald A, Bellard E, Bouhaddi M, Castiglioni P et al (2004) Comparison of various techniques used to estimate spontaneous baroreflex sensitivity (the EUROVAR study). Am J Physiol Regul Integr Comp Physiol 286:R226–R231 Laude D, Elghozi JL, Girald A, Bellard E, Bouhaddi M, Castiglioni P et al (2004) Comparison of various techniques used to estimate spontaneous baroreflex sensitivity (the EUROVAR study). Am J Physiol Regul Integr Comp Physiol 286:R226–R231
67.
Zurück zum Zitat Leipzig TJ, Lowensohn RI (1986) Heart rate variability in neurosurgical patients. Neurosurgery 19:356–362 Leipzig TJ, Lowensohn RI (1986) Heart rate variability in neurosurgical patients. Neurosurgery 19:356–362
68.
Zurück zum Zitat Lerma C, Minzoni A, Infante O, José MV (2004) A mathematical analysis for the cardiovascular control adaptations in chronic renal failure. Artif Organs 28(4):398–409 Lerma C, Minzoni A, Infante O, José MV (2004) A mathematical analysis for the cardiovascular control adaptations in chronic renal failure. Artif Organs 28(4):398–409
69.
Zurück zum Zitat Levy MN,Schwartz PJ (eds) (1994) Vagal control of the heart: experimental basis and clinical implications. Future, Armonk Levy MN,Schwartz PJ (eds) (1994) Vagal control of the heart: experimental basis and clinical implications. Future, Armonk
70.
Zurück zum Zitat Lipsitz LA, Mietus J, Moody GB, Goldberger AL (1990) Spectral characteristics of heart rate variability before and during postural tilt: relations to aging and risk of syncope. Circulation 81:1803–1810 Lipsitz LA, Mietus J, Moody GB, Goldberger AL (1990) Spectral characteristics of heart rate variability before and during postural tilt: relations to aging and risk of syncope. Circulation 81:1803–1810
71.
Zurück zum Zitat Lowensohn RI, Weiss M, Hon EH (1977) Heart-rate variability in brain-damaged adults. Lancet 1:626–628 Lowensohn RI, Weiss M, Hon EH (1977) Heart-rate variability in brain-damaged adults. Lancet 1:626–628
72.
Zurück zum Zitat Luchini D, Bertocchi F, Maliani A et al. (1996) A controlled study of the autonomic changes produced by habitual cigarette smoking in healthy subjects. Cardiovasc Res 31:633–639 Luchini D, Bertocchi F, Maliani A et al. (1996) A controlled study of the autonomic changes produced by habitual cigarette smoking in healthy subjects. Cardiovasc Res 31:633–639
73.
Zurück zum Zitat Mager DE, Merritt MM, Kasturi J, Witkin LR, Urdiqui-Macdonald M, Sollers JJ III, Evans MK, Zonderman AB, Abernethy DR, Thayer JF (2004) Kullback–Leibler clustering of continuous wavelet transform measures of heart rate variability. Biomed Sci Instrum 40:337–342 Mager DE, Merritt MM, Kasturi J, Witkin LR, Urdiqui-Macdonald M, Sollers JJ III, Evans MK, Zonderman AB, Abernethy DR, Thayer JF (2004) Kullback–Leibler clustering of continuous wavelet transform measures of heart rate variability. Biomed Sci Instrum 40:337–342
74.
Zurück zum Zitat Malik M, Farrell T, Cripps TR, Camm AJ (1989) Heart rate variability in relation to prognosis after myocardial infarction: selection of optimal processing techniques. Eur Heart J 10:1060–1074 Malik M, Farrell T, Cripps TR, Camm AJ (1989) Heart rate variability in relation to prognosis after myocardial infarction: selection of optimal processing techniques. Eur Heart J 10:1060–1074
75.
Zurück zum Zitat Malliani A, Pagani M, Lombardi F, Cerutti S (1991) Cardiovascular neural regulation explored in the frequency domain. Circulation 84:482–92 Malliani A, Pagani M, Lombardi F, Cerutti S (1991) Cardiovascular neural regulation explored in the frequency domain. Circulation 84:482–92
76.
Zurück zum Zitat Malpas SC, Whiteside EA, Maling TJ (1991) Heart rate variability and cardiac autonomic function in men with chronic alcohol dependence. Br Heart J 65:84–88 Malpas SC, Whiteside EA, Maling TJ (1991) Heart rate variability and cardiac autonomic function in men with chronic alcohol dependence. Br Heart J 65:84–88
77.
Zurück zum Zitat Mandelbrot BB (1983) Geometry of nature. Freeman, Sanfrancisco Mandelbrot BB (1983) Geometry of nature. Freeman, Sanfrancisco
78.
Zurück zum Zitat Marwan N, Wessel N, Meyerfeldt U, Schirdewan A, Kurths J (2002) Recurrence-plot-based measures of complexity and their application to heart-rate-variability data. Phys Rev E 66(2) Marwan N, Wessel N, Meyerfeldt U, Schirdewan A, Kurths J (2002) Recurrence-plot-based measures of complexity and their application to heart-rate-variability data. Phys Rev E 66(2)
79.
Zurück zum Zitat Muller JE, Morrison J, Stone PH, Rude RE, Rosner B, Roberts R et al (1984) Nifedipine therapy for patients with threatened and acute myocardial infarction: a randomized, double-blind, placebo-controlled comparison. Circulation 69:740–747 Muller JE, Morrison J, Stone PH, Rude RE, Rosner B, Roberts R et al (1984) Nifedipine therapy for patients with threatened and acute myocardial infarction: a randomized, double-blind, placebo-controlled comparison. Circulation 69:740–747
80.
Zurück zum Zitat Nagy E, Orvos H, Bardos G, Molnar P (2000) Gender- related heart rate differences in human neonates. Pediatr Res 47(6):778–780 Nagy E, Orvos H, Bardos G, Molnar P (2000) Gender- related heart rate differences in human neonates. Pediatr Res 47(6):778–780
81.
Zurück zum Zitat Narayana Dutt D, Krishnan SM (1999) Application of phase space techniques to the analysis of cardiac signals. Proceedings of IEEE EMBS conference, Atlanta, USA Narayana Dutt D, Krishnan SM (1999) Application of phase space techniques to the analysis of cardiac signals. Proceedings of IEEE EMBS conference, Atlanta, USA
82.
Zurück zum Zitat Ng TT, Chang SF, Sun Q (2004) Blind detection of photomontage using higher order statistics. In: IEEE international symposium on circuits and systems (ISCAS), Vancouver, Canada Ng TT, Chang SF, Sun Q (2004) Blind detection of photomontage using higher order statistics. In: IEEE international symposium on circuits and systems (ISCAS), Vancouver, Canada
83.
Zurück zum Zitat Niedermaier O, Smith M, Beightol L et al (1993) Influence of cigarette smoking on human autonomic function. Circulation 88:562–571 Niedermaier O, Smith M, Beightol L et al (1993) Influence of cigarette smoking on human autonomic function. Circulation 88:562–571
84.
Zurück zum Zitat Nikias CL, Rughuveer MR (1987) Bispectrum estimation: a digital signal processing framework. Proc IEEE 75:869–890CrossRef Nikias CL, Rughuveer MR (1987) Bispectrum estimation: a digital signal processing framework. Proc IEEE 75:869–890CrossRef
85.
Zurück zum Zitat Oliver F, Acharya UR, Krishnan SM, Min LC (2004) Analysis of cardiovascular signals using spatial filling index and time-frequency domain. Biomed Online J USA 3:30 Oliver F, Acharya UR, Krishnan SM, Min LC (2004) Analysis of cardiovascular signals using spatial filling index and time-frequency domain. Biomed Online J USA 3:30
86.
Zurück zum Zitat Owis MI, Abou-Zied AH, Youssef ABM, Kadah YM (2002) Study of features on nonlinear dynamical modeling in ECG arrhythmia detection and classification. IEEE Trans Biomed Eng 49(7):733–736 Owis MI, Abou-Zied AH, Youssef ABM, Kadah YM (2002) Study of features on nonlinear dynamical modeling in ECG arrhythmia detection and classification. IEEE Trans Biomed Eng 49(7):733–736
87.
Zurück zum Zitat Pagani M, Lombardi F, Guzzetti S et al (1986) Power spectral analysis of heart rate and arterial pressure variabilities as a marker of sympatho-vagal interaction in man and conscious dog. Circ Res 59:178–193 Pagani M, Lombardi F, Guzzetti S et al (1986) Power spectral analysis of heart rate and arterial pressure variabilities as a marker of sympatho-vagal interaction in man and conscious dog. Circ Res 59:178–193
88.
Zurück zum Zitat Pater C, Compagnone D, Luszick J, Verboom C-N (2003) Effect of Omacor on HRV parameters in patients with recent uncomplicated myocardial infarction—a randomized, parallel group, double-blind, placebo-controlled trial: study design. Curr Control Trials Cardiovasc Med 4(2) Pater C, Compagnone D, Luszick J, Verboom C-N (2003) Effect of Omacor on HRV parameters in patients with recent uncomplicated myocardial infarction—a randomized, parallel group, double-blind, placebo-controlled trial: study design. Curr Control Trials Cardiovasc Med 4(2)
89.
Zurück zum Zitat Paul SA, James NW, Gareth RC, Petter AS, Colin ER (2002) Finding coordinated atrial activity during ventricular fibrillation using wavelet decomposition. IEEE Eng Med Biol Mag 21(1):58–61 Paul SA, James NW, Gareth RC, Petter AS, Colin ER (2002) Finding coordinated atrial activity during ventricular fibrillation using wavelet decomposition. IEEE Eng Med Biol Mag 21(1):58–61
90.
Zurück zum Zitat Pellizzer AM, Kamen PW, Esler MD et al (2001) Comparative effects of mibefradil and nifedipine gastrointestinal transport system on autonomic function in patients with mild to moderate essential hypertension. J Hypertens 19:279–285 Pellizzer AM, Kamen PW, Esler MD et al (2001) Comparative effects of mibefradil and nifedipine gastrointestinal transport system on autonomic function in patients with mild to moderate essential hypertension. J Hypertens 19:279–285
91.
Zurück zum Zitat Peng CK, Havlin S, Hausdorf JM, Mietus JE, Stanley HE, Goldberger AL (1996) Fractal mechanisms and heart rate dynamics. J Electrocardiol 28(Suppl):59–64 Peng CK, Havlin S, Hausdorf JM, Mietus JE, Stanley HE, Goldberger AL (1996) Fractal mechanisms and heart rate dynamics. J Electrocardiol 28(Suppl):59–64
92.
Zurück zum Zitat Pfeifer MA, Cook D, Brodsky J, Tice D, Reenan A, Swedine S et al (1982) Quantitative evaluation of cardiac parasympathetic activity in normal and diabetic man. Diabetes 3:339–45 Pfeifer MA, Cook D, Brodsky J, Tice D, Reenan A, Swedine S et al (1982) Quantitative evaluation of cardiac parasympathetic activity in normal and diabetic man. Diabetes 3:339–45
93.
Zurück zum Zitat Pincus SM (1991) Approximate entropy as a measure of system complexity. Proc Natl Acad Sci USA 88:2297–2301MATHMathSciNet Pincus SM (1991) Approximate entropy as a measure of system complexity. Proc Natl Acad Sci USA 88:2297–2301MATHMathSciNet
94.
Zurück zum Zitat Pincus SM, Goldberger AL (1994) Physiological time-series analysis: what does regularity quantify? Am J Physiol 266:1643–1656 Pincus SM, Goldberger AL (1994) Physiological time-series analysis: what does regularity quantify? Am J Physiol 266:1643–1656
95.
Zurück zum Zitat Pincus SM, Viscarello RR (1992) Approximate entropy: a regularity measure for heart rate analysis. Obstet Gynecol 79:249–55 Pincus SM, Viscarello RR (1992) Approximate entropy: a regularity measure for heart rate analysis. Obstet Gynecol 79:249–55
96.
Zurück zum Zitat Pinhas I, Toledo E, Aravot D, Akselrod S (2004) Bicoherence analysis of new cardiovasculr spectral components observed in heart-transplant patients: statistical approach for bicoherence thresholding. IEEE Trans Biomed Eng 51:1774–1783 Pinhas I, Toledo E, Aravot D, Akselrod S (2004) Bicoherence analysis of new cardiovasculr spectral components observed in heart-transplant patients: statistical approach for bicoherence thresholding. IEEE Trans Biomed Eng 51:1774–1783
97.
Zurück zum Zitat Pomeranz B, Macaulay RJB, Caudill MA, Kutz I, Adam D, Kilborn KM, Barger AC, Shannon DC, Cohen RJ, Benson H (1985) Assessment of autonomic function in humans by heart rate spectral analysis. Am J Physiol 248:H151–H153 Pomeranz B, Macaulay RJB, Caudill MA, Kutz I, Adam D, Kilborn KM, Barger AC, Shannon DC, Cohen RJ, Benson H (1985) Assessment of autonomic function in humans by heart rate spectral analysis. Am J Physiol 248:H151–H153
98.
Zurück zum Zitat Pope CA III, Eatough DJ, Gold DR, Pang Y, Nielsen KR, Nath P, Verrier RL, Kanner RE (2001) Acute exposure to environmental tobacco smoke and heart rate variability. Environ Health Perspect 109(7):711–716 Pope CA III, Eatough DJ, Gold DR, Pang Y, Nielsen KR, Nath P, Verrier RL, Kanner RE (2001) Acute exposure to environmental tobacco smoke and heart rate variability. Environ Health Perspect 109(7):711–716
99.
Zurück zum Zitat Radhakrishna Rao KA, Vikram Kumar Yergani, Narayana Dutt D, Vedavathy TS (2001) Characterizing chaos in heart rate variability time series of panic disorder patients. In: Proceedings of ICBME Biovision. Bangalore, India, pp 163–167 Radhakrishna Rao KA, Vikram Kumar Yergani, Narayana Dutt D, Vedavathy TS (2001) Characterizing chaos in heart rate variability time series of panic disorder patients. In: Proceedings of ICBME Biovision. Bangalore, India, pp 163–167
100.
Zurück zum Zitat Ramaekers D, Ector H, Aubert AE, Rubens A, van de Werf F (1993) Heart rate variability and heart rate in healthy volunteers: Is the female autonomous nervous system cardioprotective? Eur Heart J 19:1334–1341 Ramaekers D, Ector H, Aubert AE, Rubens A, van de Werf F (1993) Heart rate variability and heart rate in healthy volunteers: Is the female autonomous nervous system cardioprotective? Eur Heart J 19:1334–1341
101.
Zurück zum Zitat Rao RM, Bopardikar AS (1998) Wavelet transforms introduction to theory and applications. Addison Wesley, Longman Inc, Reading, MA Rao RM, Bopardikar AS (1998) Wavelet transforms introduction to theory and applications. Addison Wesley, Longman Inc, Reading, MA
102.
Zurück zum Zitat Richman JS, Moorman JR (2000) Physiological time-series analysis using approximate entropy and sample entropy. Am J Physiol Heart Circ Physiol 278:H2039–H2049 Richman JS, Moorman JR (2000) Physiological time-series analysis using approximate entropy and sample entropy. Am J Physiol Heart Circ Physiol 278:H2039–H2049
103.
Zurück zum Zitat Richman JS, Randall MJ (2000) Physiological time-series analysis using approximate entropy and sample entropy. Am J Physiol Heart Circ Physiol 278:H2039–H2049 Richman JS, Randall MJ (2000) Physiological time-series analysis using approximate entropy and sample entropy. Am J Physiol Heart Circ Physiol 278:H2039–H2049
104.
Zurück zum Zitat Roche F, Pichot V, Sforza E, Court-Fortune I, Duverney D, Costes F, Garet M, Barthélémy J-C (2003) Predicting sleep apnoea syndrome from heart period: a time-frequency wavelet analysis. Eur Respir J 22:937–942CrossRef Roche F, Pichot V, Sforza E, Court-Fortune I, Duverney D, Costes F, Garet M, Barthélémy J-C (2003) Predicting sleep apnoea syndrome from heart period: a time-frequency wavelet analysis. Eur Respir J 22:937–942CrossRef
105.
Zurück zum Zitat Rosenstien M, Colins JJ, De Luca CJ (1993) A practical method for calculating largest Lyapunov exponents from small data sets. Physica D 65:117–134MathSciNet Rosenstien M, Colins JJ, De Luca CJ (1993) A practical method for calculating largest Lyapunov exponents from small data sets. Physica D 65:117–134MathSciNet
106.
Zurück zum Zitat Rossinin J, Vitasalo M, Partanen J et al (1997) Effects of acute alcohol ingestion on heart rate variability in patients with documented coronary artery disease and stable angina pectoris. Am J Cardiol 79:487–491 Rossinin J, Vitasalo M, Partanen J et al (1997) Effects of acute alcohol ingestion on heart rate variability in patients with documented coronary artery disease and stable angina pectoris. Am J Cardiol 79:487–491
107.
Zurück zum Zitat Rother M, Zwiener U, Witte H, Eiselt M, Frenzel J (1988) Objective characterization and differentiation of sleep states in healthy newborns and newborns-at-risk by spectral analysis of heart rate and respiration rhythms. Acta Physiol Hung 71:383–393 Rother M, Zwiener U, Witte H, Eiselt M, Frenzel J (1988) Objective characterization and differentiation of sleep states in healthy newborns and newborns-at-risk by spectral analysis of heart rate and respiration rhythms. Acta Physiol Hung 71:383–393
108.
Zurück zum Zitat Rothschild M, Rothschild A, Pfeifer M (1988) Temporary decrease in cardiac parasympathetic tone after acute myocardial infarction. Am J Cardiol 18:637–639 Rothschild M, Rothschild A, Pfeifer M (1988) Temporary decrease in cardiac parasympathetic tone after acute myocardial infarction. Am J Cardiol 18:637–639
109.
Zurück zum Zitat Ryan JM, Howes LG (2000) White coat effect of alcohol. Am J Hypertens, 13:1135–1138 Ryan JM, Howes LG (2000) White coat effect of alcohol. Am J Hypertens, 13:1135–1138
110.
Zurück zum Zitat Ryan SM, Goldberger AL, Pincus SM, Mietus J, Lipsitz LA (1994) Gender-and age-related differences in heart rate: are women more complex than men. J Am Coll Cardiol 24(7):1700–1707CrossRef Ryan SM, Goldberger AL, Pincus SM, Mietus J, Lipsitz LA (1994) Gender-and age-related differences in heart rate: are women more complex than men. J Am Coll Cardiol 24(7):1700–1707CrossRef
111.
Zurück zum Zitat Saul JP (1990) Beat-to-beat variations of heart rate reflect modulation of cardiac autonomic outflow. News Physiol Sci 5:32–37 Saul JP (1990) Beat-to-beat variations of heart rate reflect modulation of cardiac autonomic outflow. News Physiol Sci 5:32–37
112.
Zurück zum Zitat Saul J, Rea R, Eckberg D, Berger R, Cohen R (1990) Heart rate and muscle sympathetic nerve variability during reflex changes of autonomic activity. Am J Physiol 258:H713–H721 Saul J, Rea R, Eckberg D, Berger R, Cohen R (1990) Heart rate and muscle sympathetic nerve variability during reflex changes of autonomic activity. Am J Physiol 258:H713–H721
113.
Zurück zum Zitat Sayar K, Güleç H, Gökçe M, Ak I (2002) Heart rate variability in depressed patients. Bull Clin Psychopharmacol 12(3):130–133 Sayar K, Güleç H, Gökçe M, Ak I (2002) Heart rate variability in depressed patients. Bull Clin Psychopharmacol 12(3):130–133
114.
Zurück zum Zitat Schumacher A (2004) Linear and nonlinear approaches to the analysis of R–R interval variability. Biol Res Nurs 5(3):211–221 Schumacher A (2004) Linear and nonlinear approaches to the analysis of R–R interval variability. Biol Res Nurs 5(3):211–221
115.
Zurück zum Zitat Schwartz PJ, Priori SG (1990) Sympathetic nervous system and cardiac arrythmias. In: Zipes DP, Jalife J (eds) Cardiac electrophysiology. From cell to bedside. W.B. Saunders, Philadelphia, pp 330–343 Schwartz PJ, Priori SG (1990) Sympathetic nervous system and cardiac arrythmias. In: Zipes DP, Jalife J (eds) Cardiac electrophysiology. From cell to bedside. W.B. Saunders, Philadelphia, pp 330–343
116.
Zurück zum Zitat Schwartz JB, Gibb WJ, Tran T (1991) Aging effects on heart rate variation. J Gerontol 46:M99–M106 Schwartz JB, Gibb WJ, Tran T (1991) Aging effects on heart rate variation. J Gerontol 46:M99–M106
117.
Zurück zum Zitat Schwartz PJ, La Rovere MT, Vanoli E (1992) Autonomic nervous system and sudden cardiac death. Experimental basis and clinical observations for post-myocardial infarction risk stratification. Circulation 85(Suppl I):I77–I91 Schwartz PJ, La Rovere MT, Vanoli E (1992) Autonomic nervous system and sudden cardiac death. Experimental basis and clinical observations for post-myocardial infarction risk stratification. Circulation 85(Suppl I):I77–I91
118.
Zurück zum Zitat Shimojima H, Tsutsumi T, Yanagisawa F, Komukai M, Zenda N, Higashi Y, Takeyama Y, Okamoto Y (2003) Application of wavelet transform for analysis of QRS complex in intraventricular conduction abnormalities. Int J Bioelectromagn 5(1):279–281 Shimojima H, Tsutsumi T, Yanagisawa F, Komukai M, Zenda N, Higashi Y, Takeyama Y, Okamoto Y (2003) Application of wavelet transform for analysis of QRS complex in intraventricular conduction abnormalities. Int J Bioelectromagn 5(1):279–281
119.
Zurück zum Zitat Singh JP, Larson MG, O’Donell CJ, Wilson PF, Tsuji H, Lyod-Jones DM, Levy D (2000) Association of hyperglycemia with reduced heart rate variability: the Framingham heart study. Am J Cardiol 86:309–312 Singh JP, Larson MG, O’Donell CJ, Wilson PF, Tsuji H, Lyod-Jones DM, Levy D (2000) Association of hyperglycemia with reduced heart rate variability: the Framingham heart study. Am J Cardiol 86:309–312
120.
Zurück zum Zitat Task Force of the European Society of Cardiology and North American Society of Pacing and Electrophysiology (1996) Heart rate variability: standards of measurement, physiological interpretation and clinical use. Eur Heart J 17:354–381 Task Force of the European Society of Cardiology and North American Society of Pacing and Electrophysiology (1996) Heart rate variability: standards of measurement, physiological interpretation and clinical use. Eur Heart J 17:354–381
121.
Zurück zum Zitat Theiler J, Eubank S, Longtin A, Galdrikian B, Farmer JD (1992) Testing for nonlinearity in time series: the method of surrogate data. Physica D 58:77–94 Theiler J, Eubank S, Longtin A, Galdrikian B, Farmer JD (1992) Testing for nonlinearity in time series: the method of surrogate data. Physica D 58:77–94
122.
Zurück zum Zitat Togo F, Yamamoto Y (2000) Decreased fractal component of human heart rate variability during non-REM sleep. Am J Physiol Heart Circ Physiol 280:H17–H21 Togo F, Yamamoto Y (2000) Decreased fractal component of human heart rate variability during non-REM sleep. Am J Physiol Heart Circ Physiol 280:H17–H21
123.
Zurück zum Zitat Toledo E, Gurevitz O, Hod H, Eldar M, Akselrod S (2003) Wavelet analysis of instantaneous heart rate: a study of autonomic control during thrombolysis. Am J Physiol Regul Integr Comp Physiol 284(4):R1079–R1091 Toledo E, Gurevitz O, Hod H, Eldar M, Akselrod S (2003) Wavelet analysis of instantaneous heart rate: a study of autonomic control during thrombolysis. Am J Physiol Regul Integr Comp Physiol 284(4):R1079–R1091
124.
Zurück zum Zitat Tsai AC, Chiu HW (2002) Relationship between heart rate variability and electrolyte concentration in chronic renal failure patients under hemodialysis. Int J Bioelectromagn 4(2):307–308 Tsai AC, Chiu HW (2002) Relationship between heart rate variability and electrolyte concentration in chronic renal failure patients under hemodialysis. Int J Bioelectromagn 4(2):307–308
125.
Zurück zum Zitat Tulen JH, Boomsma F, Man in t’veld AJ (1999) Cardiovascular control and plasma catecholamines during restand mental stress: effects of posture. Clin Sc 96:567–576 Tulen JH, Boomsma F, Man in t’veld AJ (1999) Cardiovascular control and plasma catecholamines during restand mental stress: effects of posture. Clin Sc 96:567–576
126.
Zurück zum Zitat Tulppo MP, Makikallio TH, Takala TES, Seppanen T, Huikuri HV (1996) Quantitative beat-to-beat analysis of heart rate dynamics during exercise. Am J Physiol 271:H244–H252 Tulppo MP, Makikallio TH, Takala TES, Seppanen T, Huikuri HV (1996) Quantitative beat-to-beat analysis of heart rate dynamics during exercise. Am J Physiol 271:H244–H252
127.
Zurück zum Zitat Van Geijn HP, Jongsma HW, de Haan J, Eskes TK, Prechtl HF (1980) Heart rate as an indicator of the behavioral state. Am J Obstet Gynecol 136:1061–1066 Van Geijn HP, Jongsma HW, de Haan J, Eskes TK, Prechtl HF (1980) Heart rate as an indicator of the behavioral state. Am J Obstet Gynecol 136:1061–1066
128.
Zurück zum Zitat Van Ravenswaaij CM, Hopman JC, Kollee LA, Van Amen JP, Stoelinga GB, Van Geijn HP (1991) Influences on heart rate variability in spontaneously breathing preterm infants. Early Hum Dev 27:187–205 Van Ravenswaaij CM, Hopman JC, Kollee LA, Van Amen JP, Stoelinga GB, Van Geijn HP (1991) Influences on heart rate variability in spontaneously breathing preterm infants. Early Hum Dev 27:187–205
129.
Zurück zum Zitat Verlinde D, Beckers F, Ramaekers D, Aubert AE (2001) Wavelet decomposition analysis of heart rate variability in aerobic athletes. Auton Neurosci 90(1–2):138–141 Verlinde D, Beckers F, Ramaekers D, Aubert AE (2001) Wavelet decomposition analysis of heart rate variability in aerobic athletes. Auton Neurosci 90(1–2):138–141
130.
Zurück zum Zitat Vetterli M (1992) Wavelet and filter banks: theory and design. IEEE Trans Signal Process 40(9):2207–2232MATH Vetterli M (1992) Wavelet and filter banks: theory and design. IEEE Trans Signal Process 40(9):2207–2232MATH
131.
Zurück zum Zitat Vetterli M, Kovacevic J (1995) Wavelets and subband coding. Prentice-Hall, Englewood Cliffs, NJMATH Vetterli M, Kovacevic J (1995) Wavelets and subband coding. Prentice-Hall, Englewood Cliffs, NJMATH
132.
Zurück zum Zitat Viktor A, Jurij-MAtija K, Roman T et al (2003) Breathing rates and heart rate spectrograms regarding body position in normal subjects. Comput Biol Med 33:259–266 Viktor A, Jurij-MAtija K, Roman T et al (2003) Breathing rates and heart rate spectrograms regarding body position in normal subjects. Comput Biol Med 33:259–266
133.
Zurück zum Zitat Villa MP, Calcagnini G, Pagani J, Paggi B, Massa F, Ronchetti R (2000) Effects of sleep stage and age on short-term heart rate variability during sleep in healthy infants and children. Chest 117:460–466 Villa MP, Calcagnini G, Pagani J, Paggi B, Massa F, Ronchetti R (2000) Effects of sleep stage and age on short-term heart rate variability during sleep in healthy infants and children. Chest 117:460–466
134.
Zurück zum Zitat Villareal RP, Liu BC, Massumi A (2002) Heart rate variability and cardiovascular mortality. Curr Atheroscler Rep 4(2):120–127 Villareal RP, Liu BC, Massumi A (2002) Heart rate variability and cardiovascular mortality. Curr Atheroscler Rep 4(2):120–127
135.
Zurück zum Zitat Weise F, Heydenreich F, Kropf S, Krell D (1990) Intercorrelation analyses among age, spectral parameters of heart rate variability and respiration in human volunteers. J Interdiscipl Cycle Res 21:17–24 Weise F, Heydenreich F, Kropf S, Krell D (1990) Intercorrelation analyses among age, spectral parameters of heart rate variability and respiration in human volunteers. J Interdiscipl Cycle Res 21:17–24
136.
Zurück zum Zitat West BJ (2000) Fractal physiology and medicine: studies of nonlinear phenomena in life. Science 1. World Scientific, Singapore West BJ (2000) Fractal physiology and medicine: studies of nonlinear phenomena in life. Science 1. World Scientific, Singapore
137.
Zurück zum Zitat Westerhof BE, Gisolf J, Stok WJ, Wesseling KH, Karemaker JM (2004) Time-domain cross-correlation baroreflex sensitivity: performance on the EUROBAVAR data set. J Hypertens 22(7):1259–1263 Westerhof BE, Gisolf J, Stok WJ, Wesseling KH, Karemaker JM (2004) Time-domain cross-correlation baroreflex sensitivity: performance on the EUROBAVAR data set. J Hypertens 22(7):1259–1263
138.
Zurück zum Zitat Wharton JM, Coleman RE, Strauss HC (1992) The role of the autonomic nervous system in sudden cardiac death. Trends Cardiovasc Med 2:65–71 Wharton JM, Coleman RE, Strauss HC (1992) The role of the autonomic nervous system in sudden cardiac death. Trends Cardiovasc Med 2:65–71
139.
Zurück zum Zitat Wheeler T, Watkins PJ (1973) Cardiac denervation in diabetes. Br Med J 4:584–586CrossRef Wheeler T, Watkins PJ (1973) Cardiac denervation in diabetes. Br Med J 4:584–586CrossRef
140.
Zurück zum Zitat Wilson PW, Evans JC (1993) Coronary artery prediction. Am J Hypertens 6:309S–313S Wilson PW, Evans JC (1993) Coronary artery prediction. Am J Hypertens 6:309S–313S
141.
Zurück zum Zitat Witte H, Putsche P, Eiselt M, Arnold M, Schmidt K (2001) Technique for the quantification of transient quadratic phase couplings between heart rate components. Biomed Tech (Berl) 46:42–49CrossRef Witte H, Putsche P, Eiselt M, Arnold M, Schmidt K (2001) Technique for the quantification of transient quadratic phase couplings between heart rate components. Biomed Tech (Berl) 46:42–49CrossRef
142.
Zurück zum Zitat Wolf A, Swift JB, Swinney HL, Vastano JA (1985) Determining Lyapunov exponents from a time series. Physica D 16:285–317MATHMathSciNet Wolf A, Swift JB, Swinney HL, Vastano JA (1985) Determining Lyapunov exponents from a time series. Physica D 16:285–317MATHMathSciNet
143.
Zurück zum Zitat Woo MA, Stevenson WG, Moser DK, Trelease RB, Harper RH (1992) Patterns of beat-to-beat heart rate variability in advanced heart failure. Am Heart J 123:704–707 Woo MA, Stevenson WG, Moser DK, Trelease RB, Harper RH (1992) Patterns of beat-to-beat heart rate variability in advanced heart failure. Am Heart J 123:704–707
144.
Zurück zum Zitat Yamasaki Y, Kodama M, Matsuhisa M (1996) Diurnal heart rate variability in healthy subjects: effects of aging and sex differences. Am J Physiol 271:303–310 Yamasaki Y, Kodama M, Matsuhisa M (1996) Diurnal heart rate variability in healthy subjects: effects of aging and sex differences. Am J Physiol 271:303–310
145.
Zurück zum Zitat Zeskind PS, Gingras JL (2006) Maternal cigarette-smoking during pregnancy disrupts rhythms in fetal heart rate. J Pediatr Psychol 31(1):5–14 Zeskind PS, Gingras JL (2006) Maternal cigarette-smoking during pregnancy disrupts rhythms in fetal heart rate. J Pediatr Psychol 31(1):5–14
146.
Zurück zum Zitat Zoccali C, Ciccarelli M, Maggiore Q (1982) Defective reflex control of heart rate in dialysis patients: evidence for an afferent autonomic lesion. Clin Sci 63:285–292 Zoccali C, Ciccarelli M, Maggiore Q (1982) Defective reflex control of heart rate in dialysis patients: evidence for an afferent autonomic lesion. Clin Sci 63:285–292
Metadaten
Titel
Heart rate variability: a review
verfasst von
U. Rajendra Acharya
K. Paul Joseph
N. Kannathal
Choo Min Lim
Jasjit S. Suri
Publikationsdatum
01.12.2006
Verlag
Springer-Verlag
Erschienen in
Medical & Biological Engineering & Computing / Ausgabe 12/2006
Print ISSN: 0140-0118
Elektronische ISSN: 1741-0444
DOI
https://doi.org/10.1007/s11517-006-0119-0

Weitere Artikel der Ausgabe 12/2006

Medical & Biological Engineering & Computing 12/2006 Zur Ausgabe

Premium Partner