Fourier-detrended fluctuation analysis

被引:72
|
作者
Chianca, CV [1 ]
Ticona, A [1 ]
Penna, TJP [1 ]
机构
[1] Univ Fed Fluminense, Inst Fis, BR-24210340 Niteroi, RJ, Brazil
关键词
DFA; fluctuation; Fourier transform;
D O I
10.1016/j.physa.2005.03.047
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Many features of natural phenomena can be observed using time records or series of observations. The time records of phenomena such as physiological and economic data or the temperature of a river can display short and long-term time scales. These signals can also present trends which are an important aspect of their complexity. These trends can lead to difficulties in the analysis of the signals: In this short note we suggest a modified approach for the analysis of low frequency trends added to a noise in time series. We will name this method Fourier-detrended fluctuation analysis, but it is-a simple high-pass filter. Using this approach, we will attempt to quantify correlations with trends in a time series. By cutting the first few coefficients of a Fourier expansion, we show that we are able to efficiently remove the globally varying trends. (c) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码:447 / 454
页数:8
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