Statistical properties of one-dimensional binary sequences with power-law power spectrum

被引:5
|
作者
Gong, Longyan [1 ,2 ]
Zhou, Zicong [2 ]
Tong, Peiqing [3 ]
Zhao, Shengmei [4 ]
机构
[1] Nanjing Univ Posts & Telecommun, Ctr Optofluid Technol, Coll Sci, Nanjing 210003, Peoples R China
[2] Tamkang Univ, Dept Phys, Taipei 25137, Taiwan
[3] Nanjing Normal Univ, Dept Phys, Nanjing 210097, Peoples R China
[4] Nanjing Univ Posts & Telecommun, Inst Signal Proc & Transmiss, Nanjing 210003, Peoples R China
关键词
Power-law power spectrum; Binary sequences; Time series analysis; LONG-RANGE CORRELATIONS; TIME-SERIES; 1/F NOISE; CORRELATED DISORDER; CONDENSED MATTER; DYNAMICS; ENTROPY; PHYSICS; GROWTH; MODEL;
D O I
10.1016/j.physa.2011.04.010
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
By the Fourier filtering method, we generate one-dimensional binary sequences from coarse-grained continuous sequences with preset exponents alpha(0). Using the spectrum analysis, we find that the corresponding binary sequences have pure 1/f(alpha) power spectrum and spectrum exponents alpha is an element of [0.0, 2.0], where f is the frequency. We evaluate numerically the relation between alpha and alpha(0). Using the autocorrelation function analysis, the detrended fluctuation analysis, the duration time analysis and the entropy analysis, we investigate extensively the statistical properties of such binary sequences. We find that the statistical properties are basically different for alpha < 1 and alpha > 1, and binary sequences become more and more ordered as alpha increases. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:2977 / 2986
页数:10
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