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Hausdorff-type measures of the sample paths of fractional Brownian motion. (English) Zbl 0937.60076

Summary: Let \(\varphi \) be a Hausdorff measure function and let \(\Lambda \) be an infinite increasing sequence of positive integers. The Hausdorff-type measure \(\varphi -m_{\Lambda}\) associated to \(\varphi \) and \(\Lambda \) is studied. Let \(X(t)\) \((t\in \mathbb R^N)\) be fractional Brownian motion of index \(\alpha \) in \(\mathbb R^d\). We evaluate the exact \(\varphi -m_{\Lambda}\) measure of the image and graph set of \(X(t)\). A necessary and sufficient condition on the sequence \(\Lambda \) is given so that the usual Hausdorff measure functions for \(X ([0,1]^N)\) and \(\text{Gr }X([0,1]^N)\) are still the correct measure functions. If the sequence \(\Lambda \) increases faster, then some smaller measure functions will give positive and finite \((\varphi ,\Lambda)\)-Hausdorff measure for \(X([0,1]^N)\) and \(\text{Gr } X([0,1]^N)\).

MSC:

60J65 Brownian motion
28A78 Hausdorff and packing measures
60G17 Sample path properties
28A80 Fractals
Full Text: DOI

References:

[1] Ciesielski, Z.; Taylor, S. J., First passage times and sojourn times for Brownian motion in space and the exact Hausdorff measure of the sample path, Trans. Amer. Math. Soc., 103, 434-450 (1962) · Zbl 0121.13003
[2] Ehm, W., Sample function properties of multi-parameter stable processes, Z. Wahrsch. verw Gebiete, 56, 195-228 (1981) · Zbl 0471.60046
[3] Falconer, K. J., Fractal Geometry - Mathematical Foundations And Applications (1990), Wiley: Wiley New York · Zbl 0689.28003
[4] Goldman A., 1988. Mouvement Brownienà plusieurs paramètres: mesure de Hausdorff des trajectoires. Astérisque 167.; Goldman A., 1988. Mouvement Brownienà plusieurs paramètres: mesure de Hausdorff des trajectoires. Astérisque 167. · Zbl 0681.60040
[5] Kahane, J-P., 1985. Some Random Series of Functions, 2nd ed. Cambridge University Press, Cambridge.; Kahane, J-P., 1985. Some Random Series of Functions, 2nd ed. Cambridge University Press, Cambridge. · Zbl 0571.60002
[6] Jain, N. C.; Pruitt, S. E., The correct measure function for the graph of a transient stable process, Z. Wahrsch. verw. Gebiete, 9, 131-138 (1968) · Zbl 0273.60040
[7] Lévy, P., La mesure de Hausdorff de la courbe du mouvement brownien, Giorn. Ist. Ital. Attuari, 16, 1-37 (1953) · Zbl 0053.10101
[8] Mattila, P., Geometry of sets and measures in Euclidean spaces (1995), Cambridge University Press: Cambridge University Press Cambridge · Zbl 0819.28004
[9] Monrad, D.; Rootzén, H., Small values of Gaussian processes and functional laws of the iterated logarithm, Probab. Theory Related Fields, 101, 173-192 (1995) · Zbl 0821.60043
[10] Orey, S.; Pruitt, W. E., Sample functions of the \(N\)-parameter Wiener process, Ann. Probab., 1, 138-163 (1973) · Zbl 0284.60036
[11] Pitt, L. D.; Tran, L. T., Local sample path properties of Gaussian fields, Ann. Probab., 7, 477-493 (1979) · Zbl 0401.60035
[12] Pruitt, W. E.; Taylor, S. J., Sample path properties of processes with stable components, Z. Wahrsch. verw. Gebiete, 12, 267-289 (1969) · Zbl 0181.21103
[13] Ray, D., Sojourn times and the exact Hausdorff measure of the sample path for planar Brownian motion, Trans. Amer. Math. Soc., 106, 436-444 (1964) · Zbl 0119.14602
[14] Rogers, C. A., Hausdorff Measures (1970), Cambridge University Press: Cambridge University Press Cambridge · Zbl 0204.37601
[15] Rogers, C. A.; Taylor, S. J., Functions continuous and singular with respect to a Hausdorff measure, Mathematika, 8, 1-31 (1961) · Zbl 0145.28701
[16] Saint Raymond X, Tricot, C, Packing regularity of sets in \(n\); Saint Raymond X, Tricot, C, Packing regularity of sets in \(n\) · Zbl 0639.28005
[17] Talagrand, M., New Gaussian estimates for enlarged balls, Geom. Funct. Anal., 3, 502-520 (1993) · Zbl 0815.46021
[18] Talagrand, M., Hausdorff measure of the trajectories of multiparameter fractional Brownian motion, Ann. Probab., 23, 767-775 (1995) · Zbl 0830.60034
[19] Talagrand, M., Lower classes for fractional Brownian motion, J. Theoret. Probab., 9, 191-213 (1996) · Zbl 0840.60076
[20] Talagrand, M., 1996b. Multiple points of trajectories of multiparameter fractional Brownian motion. Preprint.; Talagrand, M., 1996b. Multiple points of trajectories of multiparameter fractional Brownian motion. Preprint. · Zbl 0928.60026
[21] Talagrand, M.; Xiao, Y., Fractional Brownian motion and packing dimension, J. Theoret. Probab., 9, 579-593 (1996) · Zbl 0860.60064
[22] Taylor, S. J., The exact Hausdorff measure of the sample path for planar Brownian motion, Proc. Cambridge Phil. Soc., 60, 253-258 (1964) · Zbl 0149.13104
[23] Taylor, S. J., The measure theory of random fractals, Math. Proc. Cambridge Philos. Soc., 100, 383-406 (1986) · Zbl 0622.60021
[24] Taylor, S. J.; Tricot, C., Packing measure and its evaluation for a Brownian path, Trans. Amer. Math. Soc., 288, 679-699 (1985) · Zbl 0537.28003
[25] Xiao, Y., Hausdorff measure of the sample paths of Gaussian random fields, Osaka J. Math., 33, 895-913 (1996) · Zbl 0872.60030
[26] Xiao, Y., Hölder conditions for the local times and the Hausdorff measure of the level sets of Gaussian random fields, Probab. Theory Related Fields, 109, 129-157 (1997) · Zbl 0882.60035
[27] Xiao, Y., 1997b. Hausdorff measure of the graph of fractional Brownian motion. Math. Proc. Cambridge Philos. Soc. 122, 565-576.; Xiao, Y., 1997b. Hausdorff measure of the graph of fractional Brownian motion. Math. Proc. Cambridge Philos. Soc. 122, 565-576. · Zbl 0897.60043
[28] Xiao, Y., 1997c. Fractal measures of the sets associated to Gaussian random fields. In: Trends in Probability and Related Analysis: Proc. Symp. on Analysis and Probability 1996, in press.; Xiao, Y., 1997c. Fractal measures of the sets associated to Gaussian random fields. In: Trends in Probability and Related Analysis: Proc. Symp. on Analysis and Probability 1996, in press. · Zbl 1009.60025
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