Digital Filters Design for Signal and Image Processing

In this section, we will present different stability criteria for causal and semi-causal recursive filters. A stability criterion is a sufficient and necessary condition to assure BIBO stability.
We start by introducing three subsets of
:
The open unit bidisk ![]()
The closed unit bidisk ![]()
The unit bi-circle or toric unit ![]()
Here are the three subsets of
:
The open unit disk ![]()
The closed unit disk ![]()
The unit circle ![]()
Let us consider a continuous function
that does not vanish in the closed unit bidisk. It results from the continuity of f and the fact that
is a closed and bounded domain, that the minimal value ? taken by f(z) on
is attained by (at least) an element
and since f does not vanish in
, we have ? > 0.
According to its continuity property, the function f cannot increase suddenly from ?>0 when z leaves the closed unit bidisk. From there, we can extend to an open bidisk containing
the set of points where f does not vanish: there exist ? 1>0 and ? 2>0, so that:
Let us consider a causal recursive filter of transfer function H(z) on the convergence domain C. We write B(z)/A(z) [7] the irreducible rational fraction coinciding with H(z) on C. Since the filter is causal, that means that
.
THEOREM 11.1. (the Rudin and Shanks Theorem) let a...