Autoregressive models of 2D random fields

Abstract

The problem of mathematical modelling and simulating of two-dimensional (2D) random fields, using space autoregressive models, is analyzed. Algorithms for the estimation of parameters of models, procedures for finding correlation coefficients and for synthesis of the realizations of given parameter fields are presented.

Keywords

random fields space autoregression autoregressive models covariation and correlation coefficients

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