inverse 2-D z transform for 2-D recursive discrete system

Version 1.0.0.0 (2.44 KB) by Yang Xiao
The inverse 2-D z transform with simple algorithm for 2-D recursive discrete system has been obtaine
2.8K Downloads
Updated 1 Aug 2007

View License

The program can get the 2-D impulse response of a 2-D recursive discrete system in 2-D digital domain. For a 2-D recursive discrete system, the inverse 2-D z transform can be implemented by a 2-D IIR filter [1-3].
Copyright (C) Yang XIAO, Beijing Jiaotong University, Aug.1, 2007, E-Mail: yxiao@bjtu.edu.cn.
Resort to the theorems in Ref. [1-3], we can get a stable 2-D recursive discrete system, with stable transfer function H(z1,z2)=A(z1,z2)/B(z1,z2) in 2-D z-domain. Since the transfer function is stable, the 2-D impulse response h(n1,n2) of the system equals the solution of a 2-D IIR filter to process a unit impulse in 2-D digital domain [3]. Then this program can get the 2-D impulse response of a given 2-D recursive discrete system in 2-D digital domain if the system is stable.
The stability test for the two examples is provided in Ref [1-3]. In the two examples, the program verifies the convergence of the 2-D impulse response, here, one is of stable denominator polynomial, and the other is of an unstable one. According to the theorems in [1-3], the stability of the systems is depended on that of the denominator polynomial B(z1,z2), the program let us to observe the stability from the 2-D impulse responses of the two systems.
[1] XIAO Yang, Unbehauen R. “New stability test algorithm for two-dimensional digital filters”, IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications, Volume 45, Issue 7, July 1998 Page(s):739 - 741
[2] Yang XIAO, Unbehauen R. “Schur stability of polytopes of bivariate polynomials”, IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications, Volume 49, Issue 7, July 2002 Page(s):1020 – 1023.
[3] XIAO Yang, Stability Analysis of Multidimensional Systems, Shanghai Science and Technology Press, Shanghai, 2003.
The papers [1] and [2] can be downloaded from Web site of IEEE Explore.

Cite As

Yang Xiao (2024). inverse 2-D z transform for 2-D recursive discrete system (https://www.mathworks.com/matlabcentral/fileexchange/15768-inverse-2-d-z-transform-for-2-d-recursive-discrete-system), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R13SP1
Compatible with any release
Platform Compatibility
Windows macOS Linux

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!
Version Published Release Notes
1.0.0.0