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Nonlinear Dynamics Recognition in Solar Time Series Based on Recurrence Plot Techniques
Deng LH(邓林华)1,2,3; Deng, LH (reprint author), Chinese Acad Sci, Yunnan Observ, Kunming 650011, Peoples R China.
会议录名称2015 2ND INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING ICISCE 2015
2015
页码845-849
DOI10.1109/ICISCE.2015.192
产权排序第1完成单位
收录类别EI ; CPCI
会议名称2nd International Conference on Information Science and Control Engineering
会议日期2015-04-24
会议地点Shanghai, PEOPLES R CHINA
关键词Information Processing Time Series Analysis Nonlinear Dynamics Recognition Cross-recurrence Plot
摘要Recurrence is a fundamental property of many nonlinear dynamical systems, which can be exploited to characterize such dynamical system's intrinsically behaviour in the phase space. The recurrence plot is a powerful and sensitive approach to quantify the nonlinear interaction of the two complex systems due to their coupling. As an example of typical data sets where the recurrence based methods have proven powerful, we apply two modern nonlinear approaches, including cross-recurrence plot and line of synchronization, to analyze the phase asynchrony between coronal index and sunspot numbers during the time interval from January 1939 to December 2008. It is found that, (1) the average value of their phase lags is about -10 months, implying that coronal index lags behind sunspot numbers during the considered time interval, (2) their phase relationship is not a simply linear relation, although they are highly correlated with each other. Our analysis results indicate that modern nonlinear approaches for the phase analysis between different time series are fairly useful and powerful.
语种英语
学科领域Engineering
文章类型Proceedings Paper
出版者IEEE
出版地345 E 47TH ST, NEW YORK, NY 10017 USA
ISBN号978-1-4673-6850-6
URL查看原文
归档日期2015-11-20
WOS记录号WOS:000380392400183
WOS研究方向Engineering
WOS类目Engineering, Electrical & Electronic ; Engineering
关键词[WOS]SUNSPOT ACTIVITY; QUANTIFICATION ANALYSIS; SYSTEMS; PERIODICITIES; STATISTICS; CYCLES; SUN
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文献类型会议论文
条目标识符http://ir.ynao.ac.cn/handle/114a53/9673
专题抚仙湖太阳观测站
通讯作者Deng, LH (reprint author), Chinese Acad Sci, Yunnan Observ, Kunming 650011, Peoples R China.
作者单位1.Yunnan Observatories, Chinese Academy of Sciences, Kunming 650011, China
2.Key Laboratory of Astronomical Optics & Technology, Nanjing Institute of Astronomical Optics & Technology, Chinese Academy of Sciences, Nanjing 210042, China
3.University of Chinese Academy of Sciences, Beijing 100049, China
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Deng LH,Deng, LH . Nonlinear Dynamics Recognition in Solar Time Series Based on Recurrence Plot Techniques[C]. 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE,2015:845-849.
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