| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 5005364 | ISA Transactions | 2009 | 7 Pages |
Abstract
Determination of the order of a model is the key first step towards modeling any dynamic systems, particularly two-dimensional processes. In this paper, a new method for two-dimensional (2-D) Gaussian ARMA model order determination is proposed. In the proposed method, the AR and MA orders are first independently determined, then the procedure for model order determination of the 2-D ARMA model is outlined. The model is assumed to be causal, stable, linear, and spatial shift-invariant with p1Ãp2 quarter-plane (QP) support. Numerical simulations are presented to show the effectiveness of the proposed new approach.
Related Topics
Physical Sciences and Engineering
Engineering
Control and Systems Engineering
Authors
Mahdiye Sadat Sadabadi, Masoud Shafiee, Mehdi Karrari,