Regularity and identification of generalized multifractional Gaussian processes

被引:0
|
作者
Ayache, A
Benassi, A
Cohen, S
Véhel, JL
机构
[1] Univ Toulouse 3, Lab Stat & Probabil, UFR MIG, F-31062 Toulouse, France
[2] Univ Clermont Ferrand, CNRS, LaMP, UPRESA 6016, F-63177 Aubiere, France
[3] INRIA, Grp Fractales, F-78153 Le Chesnay, France
来源
关键词
Gaussian processes; identification; multifractional function;
D O I
暂无
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
In this article a class of multifractional processes is introduced, called Generalized Multifractional Gaussian Process (GMGP). For such multifractional models, the Hurst exponent of the celebrated Fractional Brownian Motion is replaced by a function, called the multifractional function, which may be irregular. The main aim of this paper is to show how to identify irregular multifractional functions in the setting of GMGP. Examples of discontinuous multifractional functions are also given.
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页码:290 / 312
页数:23
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