THE SPECTRUM OF CHAOTIC TIME SERIES (I): FOURIER ANALYSIS

被引:7
|
作者
Chen, Goong [1 ,4 ]
Hsu, Sze-Bi [2 ]
Huang, Yu [3 ]
Roque-Sol, Marco A. [4 ]
机构
[1] Texas A&M Univ Qatar, Sci Program, Doha, Qatar
[2] Natl Tsing Hua Univ, Dept Math, Hsinchu 300, Taiwan
[3] Sun Yat Sen Zhongshan Univ, Dept Math, Guangzhou 510275, Guangdong, Peoples R China
[4] Texas A&M Univ, Dept Math, College Stn, TX 77843 USA
来源
基金
中国国家自然科学基金;
关键词
Li-Yorke chaos; topological entropy; total variation; Sobolev spaces; Fourier coefficients; EXCITATION BOUNDARY-CONDITION; DIMENSIONAL WAVE-EQUATION; ENTROPY; DEFINITION; VIBRATIONS; MAPS;
D O I
10.1142/S0218127411029136
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
The question of spectral analysis for deterministic chaos is not well understood in the literature. In this paper, using iterates of chaotic interval maps as time series, we analyze the mathematical properties of the Fourier series of these iterates. The key idea is the connection between the total variation and the topological entropy of the iterates of the interval map, from where special properties of the Fourier coefficients are obtained. Various examples are given to illustrate the applications of the main theorems.
引用
收藏
页码:1439 / 1456
页数:18
相关论文
共 50 条
  • [31] Analysis of noisy chaotic time series prediction error
    Wang Xin-Ying
    Han Min
    Wang Ya-Nan
    [J]. ACTA PHYSICA SINICA, 2013, 62 (05)
  • [32] Behavioural analysis of a time series- A chaotic approach
    Fathima, T. A.
    Jothiprakash, V.
    [J]. SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES, 2014, 39 (03): : 659 - 676
  • [33] COMPARATIVE ANALYSIS OF THE COMPLEXITY OF CHAOTIC AND STOCHASTIC TIME SERIES
    Kirichenko, L. O.
    Kobitskaya, Yu. A.
    Yu, Habacheva A.
    [J]. RADIO ELECTRONICS COMPUTER SCIENCE CONTROL, 2014, 2 : 126 - 134
  • [34] Time series analysis in chaotic diode resonator circuit
    Hanias, MP
    Giannaris, G
    Spyridakis, A
    Rigas, A
    [J]. CHAOS SOLITONS & FRACTALS, 2006, 27 (02) : 569 - 573
  • [35] Chaotic analysis of time series in the sediment transport phenomenon
    Shang, Pengjian
    Na, Xu
    Kamae, Santi
    [J]. CHAOS SOLITONS & FRACTALS, 2009, 41 (01) : 368 - 379
  • [36] Chaotic Dynamics Analysis Based on Financial Time Series
    Gu, Zheng
    Xu, Yuhua
    [J]. COMPLEXITY, 2021, 2021
  • [37] Time series analysis in a single transistor chaotic circuit
    Hanias, M. P.
    Tombras, G. S.
    [J]. CHAOS SOLITONS & FRACTALS, 2009, 40 (01) : 246 - 256
  • [38] Chaotic time series analysis of vision evoked EEG
    Zhang, Ningning
    Wang, Hong
    [J]. ICMIT 2009: MECHATRONICS AND INFORMATION TECHNOLOGY, 2010, 7500
  • [39] Analysis of Chaotic Time Series Prediction Based on GRNN
    Tao Jianfeng
    Xu Tong
    Sun Qing
    [J]. PROCEEDINGS OF THE SECOND INTERNATIONAL SYMPOSIUM ON TEST AUTOMATION & INSTRUMENTATION, VOL. 3, 2008, : 1279 - 1283
  • [40] Time series pattern recognition using chaotic analysis
    Cohen, ME
    Hudson, DL
    Deedwania, PC
    [J]. COMPUTERS AND THEIR APPLICATIONS, 2000, : 207 - 210