Linear fractional stable sheets: Wavelet expansion and sample path properties

In this paper we give a detailed description of the random wavelet series representation of real-valued linear fractional stable sheet introduced in [A. Ayache, F. Roueff, Y. Xiao, Local and asymptotic properties of linear fractional stable sheets, C.R. Acad. Sci. Paris Ser. I. 344 (6) (2007) 389-394]. By using this representation, in the case where the sample paths are continuous, an anisotropic uniform and quasi-optimal modulus of continuity of these paths is obtained as well as an upper bound for their behavior at infinity and around the coordinate axes. The Hausdorff dimensions of the range and graph of these stable random fields are then derived.

[1]  W. Ehm Sample function properties of multi-parameter stable processes , 1981 .

[2]  A general moment inequality for the maximum of the rectangular partial sums of multiple series , 1983 .

[3]  Y. Meyer Wavelets and Operators , 1993 .

[4]  Gennady Samorodnitsky,et al.  Distributions of subadditive functionals of sample paths of infinitely divisible processes , 1993 .

[5]  J. Mason,et al.  Sample Path Properties of Operator-Slef-Similar Gaussian Random Fields , 2002 .

[6]  竹中 茂夫 G.Samorodnitsky,M.S.Taqqu:Stable non-Gaussian Random Processes--Stochastic Models with Infinite Variance , 1996 .

[7]  David A. Benson,et al.  Aquifer operator scaling and the effect on solute mixing and dispersion , 2006 .

[8]  Xia Yimin,et al.  Dimension properties of sample paths of self-similar processes , 1994 .

[9]  Kenneth Falconer,et al.  Fractal Geometry: Mathematical Foundations and Applications , 1990 .

[10]  Yimin Xiao Properties of Local Nondeterminism of Gaussian and Stable Random Fields and Their Applications , 2006 .

[11]  Dongsheng Wu,et al.  Geometric Properties of Fractional Brownian Sheets , 2007 .

[12]  Makoto Maejima,et al.  Hölder Continuity of Sample Paths of Some Self-Similar Stable Processes , 1991 .

[13]  Mark M. Meerschaert,et al.  Operator scaling stable random fields , 2006 .

[14]  François Roueff,et al.  Local and Asymptotic Properties of Linear Fractional Stable Sheets , 2007 .

[15]  Antoine Ayache,et al.  Hausdorff dimension of the graph of the Fractional Brownian Sheet , 2004 .

[16]  A. Benassi,et al.  Elliptic Self Similar Stochastic Processes , 2003 .

[17]  A. Ayache,et al.  Asymptotic Properties and Hausdorff Dimensions of Fractional Brownian Sheets , 2005 .

[18]  Keizo Takashima,et al.  Sample path properties of ergodic self-similar processes , 1989 .

[19]  Anne Estrade,et al.  Anisotropic Analysis of Some Gaussian Models , 2003 .

[20]  Ingrid Daubechies,et al.  Ten Lectures on Wavelets , 1992 .

[21]  H. Kober ON FRACTIONAL INTEGRALS AND DERIVATIVES , 1940 .

[22]  Makoto Maejima,et al.  A self-similar process with nowhere bounded sample paths , 1983 .

[23]  Yimin Xiao Sample Path Properties of Anisotropic Gaussian Random Fields , 2009 .