Brain Dump

Infinite Impulse Response Filter

Tags
speech-processing

A filter with more than 1 poles.

For any finite input signal (limited number of elements) the output of the filter could be see page 5, infinite due to the filter having feedback loops unlike a IIR-filter.

See [see page 6, here] for advantages vs disadvantages. Highlights:

  • Depends on previous outputs of the filter (recursive-design/feedback-loops).

[see page 6, Examples] of IIR filters which all approximate the ideal Brickwall Filter include:

TypeDescriptionPole/Zero count
ButterworthNo ripples.Many
Chebyshev (type 1)Ripples at the highband (let through) region.Less
Chebyshev (type 2)Ripples at the lowband (block) regionLess
Elliptic/CauerRipples at the both locationsVery few

Warn: [see page 7, higher order] IIR filters can easily become unstable so we often implement them as a cascade of biquads sections.