Title :
A Fast 2-D AR Parameter Estimation Algorithm Based on Functional Schur Coefficients
Author :
Serban, Ioana ; Turcu, Flavius ; Najim, Mohamed
Author_Institution :
EN-SEIRB, Univ. Bordeaux 1, Talence, France
Abstract :
This paper presents an algorithm for the estimation of the 2-D AR parameters. This new method is based on the functional Schur coefficients recently introduced by the authors. The algorithm is efficient in terms of computation and preserves in the 2-D case the advantages of the 1-D Schur algorithm vs 1-D Levinson algorithm. This approach is illustrated on several numerical examples.
Keywords :
autoregressive processes; computational complexity; functional analysis; matrix algebra; parameter estimation; signal processing; 1D Levinson algorithm; 1D Schur algorithm; 2D AR parameter estimation algorithm; autoregressive model; computational complexity; functional Schur coefficient; multidimensional signal processing; 2-D AR estimation; Functional Schur coefficients;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2009.2028951
