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Detecting determinism in human posture control data
Cao, LY; Kim, BG; Kurths, J; Kim, S; Cao, LY , Univ Western Australia, Dept Math, Perth, WA 6907, Australia.
1998
发表期刊INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS
ISSN0218-1274
卷号8期号:1页码:179-188
摘要In this paper, determinism in human posture control data is investigated using the approach of nonlinear prediction. We first comment that one should be cautious of using some statistical methods to analyze nonstationary time series. Then we test the predictability of the human posture control data with different prediction techniques, and investigate how nonstationarity and noise affect the prediction results. Different time series are tested, including data from healthy and ill persons, and different predictabilities are found in different time series.
部门归属Pohang Univ Sci & Technol, Dept Phys, Nonlinear & Complex Syst Lab, Pohang 790784, South Korea; Univ Potsdam, Max Planck Arbeitsgrp Nichtlineare Dynam, D-14415 Potsdam, Germany; Acad Sinica, Inst Theoret Phys, Beijing 100080, Peoples R China; LG Corp Inst Technol, Informat Technol Lab, Seoul 137140, South Korea
关键词Chaotic Time-series Embedding Dimension Wavelet Networks
学科领域Physics
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收录类别SCI
WOS记录号WOS:000075463700012
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被引频次:4[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.itp.ac.cn/handle/311006/12382
专题理论物理所SCI论文
通讯作者Cao, LY , Univ Western Australia, Dept Math, Perth, WA 6907, Australia.
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GB/T 7714
Cao, LY,Kim, BG,Kurths, J,et al. Detecting determinism in human posture control data[J]. INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS,1998,8(1):179-188.
APA Cao, LY,Kim, BG,Kurths, J,Kim, S,&Cao, LY , Univ Western Australia, Dept Math, Perth, WA 6907, Australia..(1998).Detecting determinism in human posture control data.INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS,8(1),179-188.
MLA Cao, LY,et al."Detecting determinism in human posture control data".INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS 8.1(1998):179-188.
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