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An Efficient Algorithm for Spectral Analysis of Heart Rate Variability
IEEE Transactions on Biomedical Engineering · 1986 · Vol. BME-33(9) · pp. 900–904
Ronald D. Berger✉(Massachusetts Institute of Technology)S. Akselrod(Tel Aviv University)David Gordon(University of Chicago Medical Center)Richard J. Cohen(Massachusetts Institute of Technology)
Abstract
We present a simple efficient algorithm for the derivation of a heart rate signal from the electrocardiogram. We demonstrate that the amplitude spectrum of this heart rate signal more closely matches that of the input signal to an integral pulse frequency modulation (IPFM) model of the heart's pacemaker than do the spectra of other ECG-derived heart rate signals. The applicability of this algorithm in cross-spectral analysis between heart rate and other physiologic signals is also discussed.
Heart Rate Variability and Autonomic ControlNon-Invasive Vital Sign MonitoringECG Monitoring and AnalysisSIGNAL (programming language)Heart rateAlgorithmSpectral analysisPulse (music)AmplitudeSignal processingComputer scienceSpeech recognitionMathematics
MeSH terms
AlgorithmsElectrocardiographyHeart RateHumans
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818
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4.12
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References
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American Journal of Physiology-Heart and Circulatory Physiology · 1985 · 1,298 citations
Assessment of autonomic function in humans by heart rate spectral analysis
American Journal of Physiology-Heart and Circulatory Physiology · 1985 · 2,864 citations
Spectrum analysis—A modern perspective
Proceedings of the IEEE · 1981 · 3,151 citations
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