首页> 外文会议>European Signal Processing Conference(EUSIPCO 2005); 20050904-08; Antalya(TK) >ESTIMATION OF CARDIAC AND RESPIRATORY RHYTHMS BASED ON AN AMFM DEMODULATION AND AN ADAPTIVE EIGENVECTOR DECOMPOSITION
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ESTIMATION OF CARDIAC AND RESPIRATORY RHYTHMS BASED ON AN AMFM DEMODULATION AND AN ADAPTIVE EIGENVECTOR DECOMPOSITION

机译:基于AMFM解调和自适应特征向量分解的心律和呼吸节律估计

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摘要

In a context of sleep researches, we need to estimate cardiac and respiratory rhythms on 20-second epochs of a signal giving the variations in radial arterial pressure. This signal is amplitude and frequency modulated by cardiac and respiratory contributions. The technique we developped combines an amplitude and frequency (AMFM) demodulation using The Teager energy operator and an adaptive eigenvector decomposition. The interest of the method lies in its independence from artefacts obtained for reasonable calculation and memory costs. Experimental results indicate a close correspondence between estimated and reference values both for cardiac and respiratory rhythms.
机译:在睡眠研究的背景下,我们需要估计信号的20秒内的心脏和呼吸节律,以给出radial动脉压力的变化。该信号由心脏和呼吸的贡献进行幅度和频率调制。我们开发的技术结合了使用Teager能量算子和自适应特征向量分解的振幅和频率(AMFM)解调。该方法的兴趣在于其与为合理计算和存储成本而获得的伪像无关。实验结果表明,心律和呼吸节律的估计值与参考值之间存在密切的对应关系。

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