Real-time heart rate variability extraction using the Kaiser window

IEEE Transactions on Biomedical Engineering

Volumn 44, Issue 10, 1997, Pages 990-1005

  Seydnejad, Saeid Reza ^a   Kitney, Richard I ^a  

^a IMPERIAL COLLEGE LONDON   (United Kingdom)

Author keywords

Cardiovascular system; Nervous system; Point processes; Pulse position modulation; Signal sampling reconstruction

Indexed keywords

ALGORITHMS; BANDPASS FILTERS; FREQUENCY DOMAIN ANALYSIS; LOW PASS FILTERS; NEUROLOGY; PULSE MODULATION; REAL TIME SYSTEMS; SIGNAL DETECTION; SIGNAL FILTERING AND PREDICTION; TIME DOMAIN ANALYSIS;

FRENCH HOLDEN ALGORITHM; HEART RATE VARIABILITY; INTEGRAL PULSE FREQUENCY MODULATION (IPFM) MODEL;

CARDIOVASCULAR SYSTEM;

ALGORITHM; ARTICLE; FREQUENCY MODULATION; HEART RATE VARIABILITY; IMAGE RECONSTRUCTION; SIGNAL TRANSDUCTION;

EID: 0031260214     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/10.634651     Document Type: Article

References (28)

1. B. McA. Sayers Analysis of heart rate variability Ergonomic vol. 16 pp. 85-97 1973.
2. S. Akselrod D. Gordon F. A. Ubel D. C. Shannon A. C. Barger and R. J. Cohen Power spectrum analysis of heart rate fluctuations: A quantitative probe of beat-to-beat cardiovascular control Sci. vol. 213 pp. 220-222 1981.
3. R. W. deBoer J. M. Karemaker and J.Strackee Beat-to-Beat variability of heart interval and blood pressure Automedica vol. 4 pp. 217-222 1983.
4. G. F. Chess R. M. K. Tam and F. R. Calaresu Influence of cardiac neural inputs on rhythmic variations of heart period in the cat Amer. J. Physiol. vol. 228 pp. 775-780 1975.
5. B. W. Hyndman and R. K. Mohn A model of the cardiac pacemaker and its use in decoding the information content of cardiac intervals Automedica vol. 1 pp. 239-252 1975.
6. O. Rompelman J. B. I. M. Snijders and C. J. V. Van Spronsen The measurement of heart rate variability spectra with the help of a personal computer IEEE Trans. Biomed. Eng. vol. BME-29 no. 7 pp. 503-510 July 1982.
7. R. W. deBoer J. M. Karemaker and J.Strackee Comparing spectra of a series of point events particularly for heart-rate variability data IEEE Trans. Biomed. Eng. vol. BME-31 pp. 384-387 Apr. 1984.
8. O. Rompelman A. J. R. M. Coenen and R. I. Kitney Measurement of heart rate variability - Pt. 1: Comparative study of heart-rate variability analysis methods Med. Biol. Eng. Comput. pp. 233-239 May 1977.
9. E. J. Bayly Spectral analysis of pulse frequency modulation in the nervous systems IEEE Trans. Biomed. Eng. vol. BME-15 no. 4 pp. 257-265 1968.
10. R. Weitkunat Digital Biosignal Processing. Amsterdam the Netherlands: Elsevier 1991 ch. 8.
11. A. S. French and A. V. Holden Alias-Free sampling of Neuronal spike trains Kybernetic vol. 8 pp. 165-175 May 1971.
12. M. Merri D. C. Farden J. G. Mottley and E. L. Titlebaum Sampling frequency of the electrocardiogram for spectral analysis of the heart rate variability IEEE Trans. Biomed. Eng. vol. 37 no. 1 pp. 99-105 Jan. 1990.
13. J. P. Saul R. D. Berger P. Albrecht S. P. Stein M. H. Chen and R. J. Cohen Transfer function analysis of the circulation: Unique insights into cardiovascular regulation Amer. J. Physiol. vol. 91 pp. H1231-H1245 1991.
14. G. Baselli S. Cerruti and S. Civardi Cardiovascular variability signals: Toward the identification of a closed loop model of the neuronal control mechanisms IEEE Trans. Biomed. Eng. vol. 35 no. 12 pp. 1033-1046 Dec. 1988.
15. A. V. Oppenheim and R. W. Schafer Discrete-Time Signal Processing. Englewood Cliffs NJ: Prentice-Hall 1989.
16. R. J. Peterka A. C. Anderson and D. P. O'leary Practical considerations in the implementation of the French-Holden algorithm for sampling of neuronal spike trains IEEE Trans. Biomed. Eng. vol. BME-25 no. 2 pp. 192-195 Mar. 1978.
17. G. Pinna G. Orsi and G. Corsico Effect of record length on power spectral estimation of the heart rate variability signal in Proc. 13th IEEE Annu. Conf. EMBS 1991 pp. 261-264.
18. W. A. Gardner Statistical Spectral Estimation A Nonprobabilistic Approach. Englewood Cliffs NJ: Prentice-Hall 1988.
19. H. E. Rowe Signals and Noise in Communication Systems. Princeton NJ: D. Van Nostrand 1965 ch. V.
20. Y. Y. Zeevi and A. M. Bruckstein A note on single signed integral pulse frequency modulation IEEE Trans. Syst. Man Cybern. vol. SMC-7 no. 12 pp. 875-877 Dec. 1977.
21. A. M. Bruckstein and Y. Y. Zeevi Analysis of integral-to-threshold Neural coding schemes Biological Cybern. vol. 34 pp. 63-70 1979.
22. R. I. Kitney and O. Rompelman The Study of Heart Rate Variability. Oxford U.K.: Clarendon 1980.
23. R. D. Berger S. Akselrod D. Gordon and R. J. Cohen An efficient algorithm for spectral analysis of heart rate variability IEEE Trans. Biomed. Eng. vol. BME-33 no. 9 pp. 900-904 Sept. 1986.
24. Y. Noguchi H. Hataoka S. Sugimoto H. Kobayashi and M. Kobayashi Integral function method a new analyzing method for heart rate variability in Proc. 9th IEEE Annu. Conf. EMBS 1987 pp. 1056-1057.
25. M. G. Paulin Digital filters for firing rate estimation Biological Cybern. vol. 66 pp. 525-531 1992.
26. A. J. R. M. Coenen O. Rompelman and R. I. Kitney Measurement of heart rate variability: Part 2-Hardware digital device for the assessment of heart rate variability Med. Biol. Eng. Comput. vol. 15 pp. 423-430 1977.
27. S. J. Shin W. N. Tapp S. S. Resiman and B. H. Natelson Assessment of autonomic regulation of heart rate variability by the method of complex demodulation IEEE Trans. Biomed. Eng. vol. 36 no. 2 pp. 274-283 Feb. 1989.
28. M. De Burgh Daly Interactions between respiration and circulation in Handbook of Physiology Sect. 3 The Respiratory System vol. II Control of Breathing pt. 2 N. S. Cherniack Ed. Bethesda MD: Amer. Physiological Soc. 1986.