Characterization of Dynamic Interactions Between Cardiovascular Signals by Time-Frequency Coherence

光谱图 连贯性(哲学赌博策略) 时频分析 多窗口 生物医学工程 计算机科学 模式识别(心理学) 人工智能 数学 语音识别 医学 统计 计算机视觉 滤波器(信号处理)
作者
Michele Orini,Raquel Bailón,Luca Mainardi,Pablo Laguna,Patrick Flandrin
出处
期刊:IEEE Transactions on Biomedical Engineering [Institute of Electrical and Electronics Engineers]
卷期号:59 (3): 663-673 被引量:122
标识
DOI:10.1109/tbme.2011.2171959
摘要

An assessment of the dynamic interactions between cardiovascular signals can provide valuable information to improve the understanding of cardiovascular control. In this study, two methodologies for the characterization of time-frequency (TF) coherence between cardiovascular signals are described. The methodologies are based on the smoothed pseudo-Wigner-Ville distribution (SPWVD) and multitaper spectrogram (MTSP), and include the automatic assessment of the significance level of coherence estimates. The capability to correctly localize TF regions, where signals are locally coupled, is assessed using computer-generated data, and data from healthy volunteers. The SPWVD allows for the localization of these regions with higher accuracy (AC>;96.9% for SNR≥5 dB) than the MTSP (AC>;84.4% for SNR≥5 dB). In 14 healthy subjects, TF coherence analysis was used to describe the changes, which a tilt table test provokes in the cardiovascular control. Orthostatic stress provoked an increase in the coupling between R-R variability (RRV) and systolic arterial pressure variability; it did not provoke any significant changes in the coupling between RRV and respiration. In HF band, it decreased the strength of the coupling between RRV and pulse interval variability estimated from arterial pressure signal.

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