Suppr超能文献

[睡眠期间生理参数的去趋势波动分析]

[Detrended fluctuation analysis of physiological parameters during sleep].

作者信息

Ning Yan, Jiang Zhaohui, An Bin, Feng Huanqing

机构信息

Department of Electronic Sciences & Technology, University of Sciences & Technology of China, Hefei 230026, China.

出版信息

Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2007 Apr;24(2):249-52.

Abstract

Detrended fluctuation analysis (DFA) is fit for studies on the long-range exponential correlations of non-stationary time serial. In this paper, for elucidating the characteristics of different sleep stages, DFA is adopted to analyze the physiological data collected during sleep. The parameters such as electroencephalogram (EEG), R-R interval sequence and stroke volume (SV) are analyzed, and the scaling exponent a is calculated. The experimental results reveal that the values of a differ much in different sleep stages,that the rules of EEG and SV are alike, that alpha increases with the deepening of sleep, but in inverse for R-R interval sequence that alpha decreases with the deepening of sleep. These indicate that the method of DFA is practical in the analysis of physiological parameters.

摘要

去趋势波动分析(DFA)适用于对非平稳时间序列的长程指数相关性进行研究。本文为阐明不同睡眠阶段的特征,采用DFA分析睡眠期间采集的生理数据。对脑电图(EEG)、R-R间期序列和每搏输出量(SV)等参数进行分析,并计算标度指数α。实验结果表明,α值在不同睡眠阶段差异很大,EEG和SV的规律相似,α随睡眠加深而增大,但R-R间期序列则相反,α随睡眠加深而减小。这些表明DFA方法在生理参数分析中是实用的。

相似文献

1
[Detrended fluctuation analysis of physiological parameters during sleep].
Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2007 Apr;24(2):249-52.
2
[Research on the relationship between sleep phases and heart rate variability].
Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2011 Feb;28(1):148-52.
3
Characterization of the sleep EEG in acutely depressed men using detrended fluctuation analysis.
Clin Neurophysiol. 2007 Apr;118(4):940-50. doi: 10.1016/j.clinph.2007.01.003. Epub 2007 Feb 20.
4
Influence of filters in the detrended fluctuation analysis of digital electroencephalographic data.
J Neurosci Methods. 2008 May 30;170(2):310-6. doi: 10.1016/j.jneumeth.2008.01.010. Epub 2008 Jan 20.
6
Detrended fluctuation analysis of EEG in sleep apnea using MIT/BIH polysomnography data.
Comput Biol Med. 2002 Jan;32(1):37-47. doi: 10.1016/s0010-4825(01)00031-2.
7
Detrended fluctuation analysis of resting EEG in depressed outpatients and healthy controls.
Clin Neurophysiol. 2007 Nov;118(11):2489-96. doi: 10.1016/j.clinph.2007.08.001. Epub 2007 Sep 24.
9
[Application of complexity sequence in sleep staging based on sleep EEG data].
Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2003 Mar;20(1):60-3.
10
Long-range correlations of different EEG derivations in rats: sleep stage-dependent generators may play a key role.
Physiol Meas. 2010 Jun;31(6):795-808. doi: 10.1088/0967-3334/31/6/005. Epub 2010 May 7.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验