Multivariate closed-loop model for analysis of cardiovascular dynamics

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15 Citations (Scopus)

Abstract

This paper introduces a closed-loop model for the analysis of interactions between heart rate and blood pressure variability, and respiration. The respiratory influence is modeled with an anti-causal structure to control the possible phase lead of heart rate to instantaneous lung volume. The closed-loop structure between heart rate and blood pressure allows the analysis of inter-relationships between the signals. Simulations and results on experimental data show the identifiability of the model and the robustness of the noise source contribution analysis over a wide range of model orders.

Original languageEnglish
Pages (from-to)264-267
Number of pages4
JournalMethods of Information in Medicine
Volume36
Issue number4-5
Publication statusPublished - Dec 1997
Externally publishedYes
Publication typeA1 Journal article-refereed
Event2nd Conference on Biosignal Interpretation - KANAGAWA, Japan
Duration: 1 Sept 1996 → …

Keywords

  • cardiovascular control
  • heart rate
  • blood pressure
  • respiration
  • closed-loop modeling
  • spectrum
  • VARIABILITY SIGNALS

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