Point processes and stochastic displacement fields
Abstract
The effect of a stochastic displacement field on a statistically independent point process is analyzed. Stochastic displacement fields can be divided into two large classes: spatially correlated and uncorrelated. For both cases exact transformation equations for the two-point correlation function and the power spectrum of the point process are found, and a detailed study of them with important paradigmatic examples is done. The results are general and in any dimension. Particular attention is devoted to the kind of large-scale correlations that can be introduced by the displacement field and to the realizability of arbitrary “superhomogeneous” point processes.
- Publication:
-
Physical Review E
- Pub Date:
- December 2004
- DOI:
- arXiv:
- arXiv:cond-mat/0409594
- Bibcode:
- 2004PhRvE..70f6131G
- Keywords:
-
- 02.50.-r;
- 05.40.-a;
- 61.43.-j;
- 95.75.Pq;
- Probability theory stochastic processes and statistics;
- Fluctuation phenomena random processes noise and Brownian motion;
- Disordered solids;
- Mathematical procedures and computer techniques;
- Statistical Mechanics;
- Other;
- Probability
- E-Print:
- 17 pages, 7 figures