2D ARMA parameter identification using a hybrid lattice design

Sari N., Kayran A. H.

30th IEEE International Conference on Acoustics, Speech, and Signal Processing, Pennsylvania, United States Of America, 19 - 23 March 2005, pp.109-112 identifier identifier

  • Publication Type: Conference Paper / Full Text
  • Doi Number: 10.1109/icassp.2005.1415957
  • City: Pennsylvania
  • Country: United States Of America
  • Page Numbers: pp.109-112
  • Istanbul Technical University Affiliated: No

Abstract

A new hybrid lattice structure to identify the parameters of an unknown 2D ARMA (M, N) system, where M and N can take arbitrary values different from each other, has been presented. The proposed hybrid analysis model incorporates both two-channel and single channel lattice stages in an interleaved manner. The two-channel lattice part is based on the formerly proposed 2D ARMA lattice modeling approach where only the case Al-N was covered. A new formulation to calculate the ARMA parameters has been derived taking the estimated parameter b(0) into consideration.