AR modeling of heart rate signals

IEEE Region 10 Annual International Conference, Proceedings/TENCON

Volumn 2004-January, Issue , 2004, Pages 422-426

  Nayak, Jagadìsh ^a   Bhat, P Subbanna ^c   Rajendra, Acharya U ^b   Niranjan, U C ^a   Sing, Ong Wai ^b  

^a MANIPAL INSTITUTE OF TECHNOLOGY   (India)

^b DEPARTMENT OF ELECTRONICS AND COMPUTER ENGINEERING   (Singapore)

^c NATIONAL INSTITUTE OF TECHNOLOGY KARNATAKA   (India)

Author keywords

AR model; Arrhythmia; Electrocardiogram; FFT; Heart rate; R R interval

Indexed keywords

DIAGNOSIS; ELECTROCARDIOGRAPHY; FAST FOURIER TRANSFORMS;

AR MODELS; ARRHYTHMIA; HEART RATE SIGNAL; HEART RATE VARIABILITY SIGNALS; HEART RATES; HUMAN OBSERVERS; MODELING TECHNIQUE; RR INTERVALS;

HEART;

EID: 84982099065     PISSN: 21593442     EISSN: 21593450     Source Type: Conference Proceeding    
DOI: 10.1109/TENCON.2004.1414622     Document Type: Conference Paper

References (29)

1. Lown B,Verrier RL. "Neural activity and ventricular fibrillation", N Engl J Med, vol.294, 1976, pp.1165-1170.
2. Corr PB, Yamada KA,Witkowsky FX, "Mechanisms controlling cardiac autonomic function and their relation to arrhythmogenesis", In:Fozzard HA,Haber E,Jennings RB,Katz AN,Morgan HE,eds.The Heart and Cardiovascular System.New York:Raven Press,1986, pp.1343-1403.
3. Levy MN,Schwartz PJ eds., "Vagal control of the heart: Experimental basis and clinical implications", Armonk:Future,1994.
4. "Task Force of the European Society of Cardiology and North American Society of Pacing and Electrophysiology", Heart Rate Variability: Standards of measurement, physiological interpretation and clinical use", European Heart Journal, vol. 17, 1996, pp. 354-381.
5. Berger RD,Akselrod S,Gordon D,Cohen RJ., "AN efficient algorithm for spectral analysis of heart rate variability", IEEE Transactions on Biomedical Engineering, vol.33, 1986, pp.900-904.
6. Malik M, Camn AJ., "Components of heart raste variability- Whast they really mean and what we measure ".American Journal of Cardiology, vol. 72, 1993; pp.821-822.
7. Kamath MV,Fallen EL., "Correction of the heart rate vaiability signal for ectopics and missing beats" In:Malik M, Camm AJ,eds.Heart rate variability.Armonk:Futura,1995;pp. 75-85.
8. Kobayashi M, Musha T , " 1/f fluctuation of heart beat period " , IEEE transaction of Biomedical Engineering, 1982: 29: 456-7
9. Weissman M.W., Markowitz J.S., Ouelette R., Greenwald S., Hahn J.P., "Panic disorder and cardiovascular/cerebrovascular problems", American Journal of Psychiatry, vol. 147, 1990, pp. 1504- 1507.
10. Akselrod S, Gordon D, Shannon Dc, Barger AC, CohenRJ, "Power spectrum analysis of heart rate fluctuation: a quantitative probe of beat to beat cardiovascular control", Science, vol.213, 1981, 220-223.
11. Pomeranz B., Macaulay R.J.B., Caudill M.A., Kutz I., Adam D., Kilborn K.M., Barger A.C., Shannon D.C., Cohen R.J., Benson H., "Assessment of autonomic function in humans by heart rate spectral analysis", American journal of Physiology, 1985, vol.248, pp. H151-H153.
12. Baselli G, Cerruti S, Civardi S, Lombardi F, Malliani A, Merri M, Pagani M, Rizzo G, "Heart rate variability signal processing: a quantitative approach as an aid to diagnosis in cardiovascular pathologies", International Journal of Biomedical Computing, vol.10, 1987, pp.5-70.
13. Sayers B McA, "Analysis of heart rate variability", Ergonomics, vol.16, 1973, pp.17-32.
14. De Boer RW, Karemaker JM, Strackee J, "Relationships between short-term blood pressure fluctuations and heart rate variability in resting subjects", Medical & Biological Engineering & Computing, vol.23, 1985, pp.352-364.
15. Pagani M, Lombardi F, Guzzetti S, Rimoldi O, Furlan R, Pizzinelli P, Sandrone G, Malfatto G, Dell'Orto S, Piccaluga E, Turiel M, Baselli G, Cerruti S, Malliani A, "Power spectral analysis of heart rate and arterial pressure variabilities as a marker of sympatho-vagal interaction in man and conscious dog", Circulation Research, vol.59, 1986,pp.178-193.
16. Akselrod S, Eliash S, Oz O, Cohen S, "Hemodynamic regulation in SHR: investigation by spectral analysis", American Journal of Physiology, vol.253, 1987, pp.H176-H183.
17. Marple L, "Digital Spectral Analysis with Applications", Prentice Hall Inc, London,1987
18. Nihal Fatma Guler, M Kemal and Inan Guler, "Comparison of FFT and AR based sonogram ouputs of 20 MHz pulsed Doppler data in real time", vol.25(4), 1995, pp.383-391.
19. Natalucci S, P.Ruggeri, C.E.Cogo, R.Burattini, "Parametric Analysis of Heart Rate Variability in Anaesthetised SHR and WKY Rats", Compuers in Cardiology, vol.26,1999,pp.591-594.
20. Dingfei Ge, Narayanan Srinivasan and Shankar M Krishnan, "Cardiac arrhythmia classification using autoregressive modeling", BioMedical Engineering OnLine, 1(1);5,2002.pp.1-12.
21. Inan Guler, Firat Hardalac, Elif Dervya Ubeyli, "Determination of Behcet disease with the application of FFT and AR methods", Computers in Biology and Medicine, vol.32, 2002, pp.419-434.
22. Elif Dervya Ubeyli, Inan Guler, "Spectral analysis of internal carotid arterial Doppler signals using FFT, AR, MA, and ARMA methods", Computers in Biology and Medicine (online), July 2003, pp.1-13.
23. The MIT-BIH Arrhythmia Database, 3rd ed., Harvard-MIT Division of Health Science Technology, Biomedical Health Center, Cambridge, MA, 1997.
24. Pan Jiapu, Willis J.Tompkins "Real Time QRS Detector algorithm" IEEE Transactions on Biomedical Engineering, Vol.32, No. 3, March 1985, 230-23.
25. Wariar R. and Eswaran C., 'Integer coefficient bandpass filter for the simultaneous removal of baseline wander, 50 and 100 Hz interference from the ECG', Medical & Biological Engineering & Computing, May 1991, pp. 333-336.
26. Sokolow M, M.B. Mcllroy and M.D.Chiethin, 'Clinical cardiology' VLANGE medical book, 1990.
27. Anita Broadman, Fernando Soares Schlindwein, Ana Paula Rocha and Argentina Leite, "A study on the optimum order of autoregressive models for heart rate variability", vol23,2002,pp.324-336.
28. Akaike H, "Fitting autoregressive models for prediction", Annals of the Institute of Statistical Mathematics, vol.21, 1969, pp.243-247.
29. Akaike H, "A new look at statistical model identification" IEEE transaction on Automatics Control, vol.19, 1974,pp.716-723.