Point processes and stochastic displacement fields
- 23 December 2004
- journal article
- research article
- Published by American Physical Society (APS) in Physical Review E
- Vol. 70 (6) , 066131
- https://doi.org/10.1103/physreve.70.066131
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.Keywords
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This publication has 17 references indexed in Scilit:
- Causality constraints on fluctuations in cosmology: A study with exactly solvable one-dimensional modelsEurophysics Letters, 2004
- Local density fluctuations, hyperuniformity, and order metricsPhysical Review E, 2003
- Generation of primordial cosmological perturbations from statistical mechanical modelsPhysical Review D, 2003
- Power-Law Correlation and Discreteness in Cosmological [ITAL]N[/ITAL]-Body SimulationsThe Astrophysical Journal, 2002
- Glass-like universe: Real-space correlation properties of standard cosmological modelsPhysical Review D, 2002
- On the problem of initial conditions in cosmological N -body simulationsEurophysics Letters, 2002
- Constructing, characterizing, and simulating Gaussian and higher-order point distributionsPhysical Review E, 2001
- Density fluctuations in many-body systemsPhysical Review E, 1998
- Link between the microscopic and mesoscopic length-scale description of the collective behavior of dislocationsPhysical Review B, 1997
- Iterative maximum likelihood displacement field estimation in quantum-limited image sequencesIEEE Transactions on Image Processing, 1995