Digital Filters Design for Signal and Image Processing

11.2. Stability Criteria

11.2. Stability Criteria

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:

11.2.1. Causal filters

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...

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