Abstract
Let B α = {B α(t), t ∈ ℝN} be an (N, d)-fractional Brownian motion with Hurst index α ∈ (0, 1). By applying the strong local nondeterminism of B α, we prove certain forms of uniform Hausdorff dimension results for the images of B α when N >αd. Our results extend those of Kaufman for one-dimensional Brownian motion.
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Adler, R. J.: The Geometry of Random Fields, Wiley, New York, 1981
Kahane, J. P.: Some Random Series of Functions, 2nd edition, Cambridge University Press, Cambridge, 1985
Monrad, D., Pitt, L. D.: Local nondeterminism and Hausdorff dimension. In: Progress in Probability and Statistics. Seminar on Stochastic Processes 1986, (E, Cinlar, K. L. Chung, R. K. Getoor, Editors), 163–189, Birkhauser, Boston (1987)
Pitt, L. D.: Local times for Gaussian vector fields. Indiana Univ. Math. J., 27, 309–330 (1978)
Rosen, J.: Self-intersections of random fields. Ann. Probab., 12, 108–119 (1984)
Talagrand, M.: Hausdorff measure of trajectories of multiparameter fractional Brownian motion. Ann. Probab., 23, 767–775 (1995)
Xiao, Y.: Hölder conditions for the local times and the Hausdorff measure of the level sets of Gaussian random fields. Probab. Theory Relat. Fields, 109, 129–157 (1997)
Xiao, Y.: Packing dimension of the image of fractional Brownian motion. Statist. Prob. Lett., 33, 379–387 (1997)
Falconer, K. J.: Fractal Geometry, John Wiley & Sons Ltd., Chichester, 1990
Kaufman, R.: Une propriété métrique du mouvement brownien. C. R. Acad. Sci. Paris, 268, 727–728 (1968)
Xiao, Y.: Random fractals and Markov processes. In: Fractal Geometry and Applications: A Jubilee of Benoit Mandelbrot, (Michel L. Lapidus and Machiel van Frankenhuijsen, editors), 261–338, American Mathematical Society, 2004
Kaufman, R.: Dimensional properties of one-dimensional Brownian motion. Ann. Probab., 17, 189–193 (1989)
Xiao, Y.: Strong local nondeterminism and the sample path properties of Gaussian random fields. Probability and Statistics with Applications (T.-L. Lai, Q.-M. Shao, L. Qian, eds), to appear
Xiao, Y.: Properties of local-nondeterminism of Gaussian and stable random fields and their applications. Ann. Fac. Sci. Toulouse Math., XV, 157–193 (2006)
Anderson, T. W.: The integral of a symmetric unimodal function. Proc. Amer. Math. Soc., 6, 170–176 (1955)
Khoshnevisan, D., Wu, D., Xiao, Y.: Sectorial local nondeterminism and geometric properties of the Brownian sheet. Electron. J. Probab., 11, 817–843 (2006)
Khoshnevisan, D., Xiao, Y.: Images of the Brownian sheet. Trans. Amer. Math. Soc., (2004), to appear
Wu, D., Xiao, Y.: Geometric properties of fractional Borwnian sheets. J. Fourier Anal. Appl., to appear
Xiao, Y.: Uniform packing dimension results for fractional Brownian motion. In: Probability and Statistics – Rencontres Franco–Chinoises en Probabilités et Statistiques, (A. Badrikian, P. A. Meyer and J. A. Yan, eds.), pp. 211-219. World Scientific. 1993
Talagrand, M., Xiao, Y.: Fractional Brownian motion and packing dimension. J. Theoret. Probab., 9, 579–593 (1996)
Falconer, K. J., Howroyd, J. D.: Packing dimensions for projections and dimension profiles. Math. Proc. Combridge Philo. Soc., 121, 269–286 (1997)
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*Research partially supported by NSF Grant DMS-0404729
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Wu, D.S., Xiao*, Y.M. Dimensional Properties of Fractional Brownian Motion. Acta Math Sinica 23, 613–622 (2007). https://doi.org/10.1007/s10114-005-0928-3
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DOI: https://doi.org/10.1007/s10114-005-0928-3