List of Articles Dimensional ARMA modelexperimental modelingmodel order selectionparameter estimationtwo-dimensional systems

• Open Access Article
  • Abstract Page
  • Full-Text
  
  1 - Experimental Modeling of Two-Dimensional Systems with ARMA Structure
  M. sadabadi M. shafiee M. karrari
  In this paper, experimental modeling of two-dimensional discrete systems with ARMA structure is considered. Therefore two-dimensional model order selection and parameter estimation problems are proposed. This method shows that the information of AR and MA orders are imp More

  In this paper, experimental modeling of two-dimensional discrete systems with ARMA structure is considered. Therefore two-dimensional model order selection and parameter estimation problems are proposed. This method shows that the information of AR and MA orders are implicitly contained in two different correlation matrices and the AR and MA orders of the 2-D ARMA model can be independently determined before parameter estimation. The two-dimensional model is assumed to be causal, stable, linear, and spatial shift-invariant with quarter plane (QP) support. Numerical Simulations are presented to show the good performance and effectiveness of the proposed method in two-dimensional discrete system with ARMA structure. Manuscript profile