Generation of colored noise

被引:33
作者
Bartosch, L [1 ]
机构
[1] Univ Frankfurt, Inst Theoret Phys, D-60054 Frankfurt, Germany
来源
INTERNATIONAL JOURNAL OF MODERN PHYSICS C | 2001年 / 12卷 / 06期
关键词
generation of colored noise; Ornstein-Uhlenbeck process;
D O I
10.1142/S0129183101002012
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this work, we describe a simple Markovian algorithm to generate a typical sample path of colored noise described by an Ornstein-Uhlenbeck process. The algorithm works equally well to simulate a real or complex disorder potential with exponentially decaying covariance and higher correlation functions given by Wick's theorem. As an input, we only need independent Gaussian random numbers which can easily be generated by the well-known Box-Muller algorithm. Finally, we discuss an alternative method which can also be used to generate non-Gaussian colored noise.
引用
收藏
页码:851 / 855
页数:5
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