Title :
Time and frequency domain methods for heart rate variability analysis: a methodological comparison
Author :
Litvack, DA ; Oberlander, TF ; Carney, LH ; Saul, JP
Author_Institution :
Harvard Med. Sch., Boston, MA, USA
Abstract :
The notion that vagal control of the heart closely parallels a variety of psychophysiological phenomena has become widely accepted; however, until relatively recently there has been no simple or noninvasive method of quantifying it. This study quantitatively evaluates and compares two of the most common methods for measuring respiratory-related heart rate fluctuations: Spectral analysis and the Forges technique of detrended, filtered variance. Low-frequency power was removed from instantaneous, 4 Hz RR interval signals using either a first-order linear (Spectral) or third-order parabolic (Porges) polynomial. The Forges technique resulted in signal amplification at a few specific frequencies. The frequency range and effect of amplification were functions of the sampling frequency and the frequency content of the signal
Keywords :
electrocardiography; frequency-domain analysis; medical signal processing; pneumodynamics; spectral analysis; time-domain analysis; Forges technique; detrended, filtered variance; first-order linear spectral polynomial; frequency content; frequency domain methods; frequency range; heart rate variability analysis; low-frequency power; noninvasive method; psychophysiological phenomena; respiratory-related heart rate fluctuations; sampling frequency; signal amplification; spectral analysis; surface ECG; third-order parabolic Porges polynomial; time domain methods; vagal control; Electrocardiography; Fluctuations; Frequency domain analysis; Heart rate; Heart rate variability; Lungs; Pediatrics; Polynomials; Psychology; Spectral analysis;
Conference_Titel :
Computers in Cardiology 1994
Conference_Location :
Bethesda, MD
Print_ISBN :
0-8186-6570-X
DOI :
10.1109/CIC.1994.470255