On two-dimensional fractional Brownian motion and fractional Brownian random field.

As a generalization of one-dimensional fractional Brownian motion (1dfBm), we introduce a class of two-dimensional, self-similar, strongly correlated random walks whose variance scales with power law N(2) (H) (0 < H < 1). We report analytical results on the statistical size and shape, and segment distribution of its trajectory in the limit of large N. The relevance of these results to polymer theory is discussed. We also study the basic properties of a second generalization of 1dfBm, the two-dimensional fractional Brownian random field (2dfBrf). It is shown that the product of two 1dfBms is the only 2dfBrf which satisfies the self-similarity defined by Sinai.

[1]  Ding,et al.  Distribution of the first return time in fractional Brownian motion and its application to the study of on-off intermittency. , 1995, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[2]  J. Rosen The intersection local time of fractional Brownian motion in the plane , 1987 .

[3]  H. Berg Random Walks in Biology , 2018 .

[4]  R. Fox,et al.  Gaussian stochastic processes in physics , 1978 .

[5]  J. Aronovitz,et al.  Universal features of polymer shapes , 1986 .

[6]  Yimin Xiao Hausdorff measure of the graph of fractional Brownian motion , 1997, Mathematical Proceedings of the Cambridge Philosophical Society.

[7]  Irene A. Stegun,et al.  Handbook of Mathematical Functions. , 1966 .

[8]  Reinhard Lipowsky,et al.  The conformation of membranes , 1991, Nature.

[9]  A. Isihara,et al.  Correlation and Distribution of Segments in a Chain Molecule , 1969 .

[10]  Shang‐keng Ma Modern Theory of Critical Phenomena , 1976 .

[11]  M. Volkenstein,et al.  Statistical mechanics of chain molecules , 1969 .

[12]  Jan Beran,et al.  Statistics for long-memory processes , 1994 .

[13]  N. Wax,et al.  Selected Papers on Noise and Stochastic Processes , 1955 .

[14]  C. Cantrell N-Fold Photoelectric Counting Statistics of Gaussian Light , 1970 .

[15]  Computational confirmation of scaling predictions for equilibrium polymers , 1998, cond-mat/9805261.

[16]  J. Dudowicz,et al.  Thermodynamics of a dense self-avoiding walk with contact interactions , 1992 .

[17]  B. Mandelbrot,et al.  Fractional Brownian Motions, Fractional Noises and Applications , 1968 .

[18]  M. Mackey,et al.  Evolution towards ergodic behavior of stationary fractal random processes with memory: application to the study of long-range correlations of nucleotide sequences in DNA , 1996 .

[19]  Bruce J. West,et al.  Fractal physiology , 1994, IEEE Engineering in Medicine and Biology Magazine.

[20]  Michael Brereton,et al.  A Modern Course in Statistical Physics , 1981 .

[21]  J. Rudnick,et al.  The Shapes of Random Walks , 1987, Science.

[22]  Y. Sinai Self-Similar Probability Distributions , 1976 .

[23]  P. Debye,et al.  Distribution of Segments in a Coiling Polymer Molecule , 1952 .

[24]  P. Gennes Scaling Concepts in Polymer Physics , 1979 .

[25]  L. Reichl A modern course in statistical physics , 1980 .