WAVELET TRANSFORM MODULUS MAXIMA ANALYSIS OF THE CARDIAC INTERBEAT INTERVAL TIME SERIES

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KAZEMPOUR ALI; SHAHBAZI FARHAD; MIRZA BEHROUZ; NADERI BENI AHMAD

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Seminar Paper

Paper Information

Seminar: IRAN PHYSICS CONFERENCE
Year:2005 | Issue:0

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Title

WAVELET TRANSFORM MODULUS MAXIMA ANALYSIS OF THE CARDIAC INTERBEAT INTERVAL TIME SERIES

Author(s)

KAZEMPOUR ALI | SHAHBAZI FARHAD | MIRZA BEHROUZ | NADERI BENI AHMAD

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Abstract

MANY DYNAMIC SYSTEMS GENERATE OUTPUTS WITH FLUCTUATIONS CHARACTERIZED BY 1/F-LIKE SCALING OF THE POWER LAW SPECTRA, S (F), WHERE F IS THE FREQUENCY. FLUCTUATIONS MAY OBEY A SCALING LAW INDICATING A HIERARCHICAL FRACTAL ORGANIZATION OF THEIR FREQUENCY (TIME SCALE) COMPONENTS RATHER THAN BEING DOMINATED BY SINGLE FREQUENCY, THEN WE HAVE TO USE A METHOD THAT CHARACTERIZE THIS COMPLEXITY IN SUCH FLUCTUATIONS. IN THIS PAPER WE USE A METHOD FOR THE MULTIFRACTAL CHARACTERIZATION OF THE CARDIAC INTERBEAT INTERVAL TIME SERIES WHICH IS BASED ON THE WAVELET TRANSFORM MODULUS MAXIMA METHOD. BY THIS METHOD, WE HAVE ANALYZED THE DYNAMIC PROPERTIES AND SINGULARITY SPECTRUM FOR THE TIME SERIES OF THE NORMAL AND ABNORMAL (CONGESTIVE HEART FAILURE) HEART AND COMPARE THE DEGREE OF COMPLEXITY OF THE RESPECTIVE TIME SERIES, AND THEN WE DISTINGUISH THE HEALTHY HEART AND PATIENT ONE.

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APA: Copy

KAZEMPOUR, ALI, SHAHBAZI, FARHAD, MIRZA, BEHROUZ, & NADERI BENI, AHMAD. (2005). WAVELET TRANSFORM MODULUS MAXIMA ANALYSIS OF THE CARDIAC INTERBEAT INTERVAL TIME SERIES. IRAN PHYSICS CONFERENCE. SID. https://sid.ir/paper/906757/en

Vancouver: Copy

KAZEMPOUR ALI, SHAHBAZI FARHAD, MIRZA BEHROUZ, NADERI BENI AHMAD. WAVELET TRANSFORM MODULUS MAXIMA ANALYSIS OF THE CARDIAC INTERBEAT INTERVAL TIME SERIES. 2005. Available from: https://sid.ir/paper/906757/en

IEEE: Copy

ALI KAZEMPOUR, FARHAD SHAHBAZI, BEHROUZ MIRZA, and AHMAD NADERI BENI, “WAVELET TRANSFORM MODULUS MAXIMA ANALYSIS OF THE CARDIAC INTERBEAT INTERVAL TIME SERIES,” presented at the IRAN PHYSICS CONFERENCE. 2005, [Online]. Available: https://sid.ir/paper/906757/en

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