Title :
Evaluation of the quantization error in denominator-separable 2-D recursive filters
Author :
Raghuramireddy, D. ; Unbehauen, Rolf
Author_Institution :
Lehrstuhl fuer Allgemeine & Theor. Elektrotech., Erlangen, Germany
fDate :
5/1/1991 12:00:00 AM
Abstract :
The evaluation of the quantization error in two-dimensional (2-D) digital filters involves the computation of the infinite square sum J=Σ∞m=φΣ ∞n=φy2 (m, n). A simple method is presented for evaluating J based on partial fraction expansion and using the residue method provided the Z-transform Y(Z1, Z2) of the sequence y(m, n) having quadrant support is a causal bounded input, bounded output (BIBO) stable denominator-separable rational function. The value of J is expressed as a sum of simple integrals which can easily be evaluated. The simple integrals are tabulated for ready reference. The proposed method is suitable for analytical as well as numerical computation and can easily be programmed
Keywords :
analogue-digital conversion; two-dimensional digital filters; 2D digital filters; 2D recursive filters; Z-transform; analytical computation; bounded output; causal bounded input; denominator separable filters; denominator-separable rational function; infinite square sum; integrals; numerical computation; partial fraction expansion; quadrant support; quantization error; residue method; Difference equations; Digital filters; Polynomials; Quantization; Stability; Testing; Transfer functions; Two dimensional displays;
Journal_Title :
Signal Processing, IEEE Transactions on