Assessing determinism of photo-plethysmographic signal

IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans.

Volumn 29, Issue 4, 1999, Pages 406-410

  Bhattacharya, Joydeep ^a   Kanjilal, Partha Pratim ^b  

^a MAX PLANCK INSTITUT FÜR PHYSIK KOMPLEXER SYSTEME   (Germany)

^b INDIAN INSTITUTE OF TECHNOLOGY   (India)

Author keywords

[No Author keywords available]

Indexed keywords

CARDIOVASCULAR SYSTEM; CHAOS THEORY; COMPUTATIONAL METHODS; DYNAMICS; TIME SERIES ANALYSIS; WAVEFORM ANALYSIS;

BLOOD PRESSURE WAVEFORM; PHOTOPLETHYSMOGRAPHIC DEVICE; SIGNAL ANALYSIS; SINGULAR VALUE DECOMPOSITION;

SIGNAL PROCESSING;

EID: 0032634734     PISSN: 10834427     EISSN: None     Source Type: Journal    
DOI: 10.1109/3468.769760     Document Type: Article

References (27)

1. M. Albano, J. Muench, C. Schwartz, A. I. Mees, and P. E. Rapp, "Singular value decomposition in the Grassberger-Procaccia algorithm," Phys. Rev. A, vol. 38, pp. 3017-3026, 1988.
2. A. Babloyantz and A. Destexhe, "Is the normal heart a periodic oscillator?," Biol. Cybern., vol. 58, pp. 203-211, 1988.
3. D. S. Broomhead and G. P. King, "Qualitative dynamics from experimental data," Phys. D, vol. 20, pp. 217-236, 1986.
4. G. Golub and C. F. Vanloan, Matrix Computations, 3rd ed. Baltimore, MD: Johns Hopkins Univ. Press, 1996.
5. P. Grassberger and I. Procaccia, "Characterization of strange attractors," Phys. Rev. Lett., vol. 50, pp. 346-349, 1983.
6. J. J. Healey, "Identifying finite dimensional behavior from broadband spectra," Phys. Lett. A, vol. 187, pp. 59-66, 1994.
7. R. Hegger, H. Kantz, and E. Olbrich, "Problems in the reconstruction of high-dimensional deterministic dynamics from time series," in Nonlinear Analysis of Physiological Data, H. Kantz, J. Kurths, and G. Mayer-Kress, Eds. Berlin, Germany: Springer-Verlag, 1998, pp. 23-47.
8. A. B. Hertzman, "The blood supply of various skin areas as estimated by the photoelectric plethysmograph," Amer. J. Physiol., vol. 124, pp. 328-340, 1938.
9. D. Hoyer, L. S. Leibovitch, K. Schmidt, B. Leuthke, and Z. Zwiener, "Practical problems of determining the dimensions of heart rate data," Med. Biol. Eng. Comp., vol. 35, pp. 27-32, 1996.
10. P. C. Ivanov, M. G. Rosenblum, C. K. Peng, J. Mletus, S. Havlin, H. E. Stanley, and A. L. Goldberger, "Scaling behavior of heartbeat intervals obtained by wavelet-based time-series analysis," Nature, vol. 383, pp. 323-327, 1997.
11. P. P. Kanjilal, Adaptive Prediction and Predictive Control. Stevenage, U.K.: Peregrinus, 1995.
12. P. P. Kanjilal, J. Bhattacharya, V. Muralidhar, and H. L. Kaul, "An instrument for noninvasive continuous measurement of blood pressure using a finger cuff," J. Anaesth. Clin. Pharm., vol. 13, pp. 283-289, 1997.
13. P. P. Kanjilal and J. Bhattacharya, "Revisited measles and chickenpox dynamics through orthogonal transformations," J. Theor. Biol., vol. 197, no. 2, pp. 163-174, 1999.
14. H. Kantz and T. Schreiber, Nonlinear Time Series Analysis. Cambridge, U.K.: Cambridge Univ. Press, 1997.
15. A. R. Osborne and A. Provenzale, "A finite correlation dimension for stochastic system with power-law spectra," Phys. D, vol. 35, pp. 357-381, 1989.
16. N. H. Packard, J. P. Crutchfield, J. D. Farmer, and R. S. Shaw, "Geometry from a time series," Phys. Rev. Lett., vol. 45, pp. 712-716, 1980.
17. T. S. Parker and L. Chua, "Chaos: A tutorial for engineers," Proc. IEEE, vol. 75, pp. 982-1008, 1987.
18. C.-S. Poon and C. K. Merrill, "Decrease of cardiac chaos in congestive heart failure," Nature, vol. 389, pp. 492-495, 1997.
19. I. Procaccia, "Complex or just complicated?," Nature, vol. 333, pp. 498-499, 1988.
20. A. Sahay and K. R. Sreenivasan, "The search for a low-dimensional characterization of a local climate system," Philos. Trans. R. Soc. Lond. A, Math., Phys., Sci., vol. 354, pp. 1715-1750, 1996.
21. F. Takens, "Detecting strange attractors in turbulence," in Dynamical Systems in Turbulence, D. Rand and L. S. Young, Eds. New York: Springer-Verlag, 1981, pp. 366-381.
22. J. Theiler, "Spurious dimension from correlation algorithms applied to limited time-series data," Phys. Rev. A, vol. 34, pp. 2427-2432, 1986.
23. J. Theiler, "Estimating fractal dimensions," J. Opt. Soc. Amer. A, vol. 7, pp. 1055-1073, 1990.
24. J. Theiler, S. Eubank, B. Longtin, B. Galdrikian, and J. D. Farmer, "Testing for nonlinearity in time series: The method of surrogate data," Phys. D, vol. 58, pp. 77-94, 1992.
25. K. Yamakoshi, H. Shimazu, and T. Togawa, "Indirect measurement of instantaneous blood pressure in the human finger by vascular uploading technique," IEEE Trans. Biomed. Eng., vol. BME-27, no. 3, pp. 150-155, 1980.
26. J. H. Zar, BiostatisticalAnalysis. Englewood Cliffs, NJ: Prentice-Hall, 1984.
27. X.-S. Zhang, Y.-S. Zhu, and X.-J. Zhang, "New approach to studies on ECG dynamics: Extraction and analyses of QRS complex irregularly time series," Med. Biol. Eng. Comp., vol. 35, pp. 467-474, 1997.