3-D Lattice predictive modeling of random fields

Hon Kwan Hon Kwan,Ying Lui Ying Lui

doi:10.1109/icassp.1986.1168821

3-D Lattice predictive modeling of random fields

Hon Kwan Hon Kwan, Ying Lui Ying Lui

https://doi.org/10.1109/icassp.1986.1168821

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Publication Date: Apr 1, 1986

Citations: 8

Affiliation: University of Hong Kong

#Prediction Error Fields #Lattice Parameter + Show 8 more

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Abstract

The theory of quarter-plane autoregressive (AR) lattice parameter modeling of two-dimensional (2-D) fields is extended to three-dimensional (3-D) case with cubic-space support involving seven lattice parameters and eight prediction error fields at each stage. The relationship between the cubic-space 3-D transfer function and lattice parameters, and the sufficient lattice parameter stability conditions are also presented. Numerical examples are included to verify the formulation.

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