Filters

Are all IIR filters unstable in nature?

Are all IIR filters unstable in nature?
  1. Are all IIR filters unstable?
  2. Why IIR filters are unstable?
  3. How do I know if my IIR filter is stable?
  4. Can linear phase IIR filters be stable?

Are all IIR filters unstable?

Impulse response of FIR filters are always bounded and hence they are inherently stable. On the other hand, an IIR filter may become unstable if not designed properly.

Why IIR filters are unstable?

So, for unstable filters, the impulse response is not absolutely summable. In another way, the impulse response never approaches zero. Again, for IIR filter, h[h] continues to go on with n i.e. never goes to zero. So, IIR filters are supposed to be unstable.

How do I know if my IIR filter is stable?

The stability of an IIR filter can be analyzed by the zero-pole plot of the filter's transfer function. A digital filter is stable if and only if all the poles of the irreducible filter transfer function lie inside the unit circle in the z plane.

Can linear phase IIR filters be stable?

A BIBO stable filter must have its poles within the unit circle, and as such in order to get linear phase, an IIR would need conjugate reciprocal poles outside of the unit circle, making it BIBO unstable.

Periodogram giving frequencies beyond Nyquist frequency? [duplicate]
What is caused when signal frequencies are produced above the Nyquist frequency?What can be done to unwanted frequency components that exceeds the Ny...
Question about A neural algorithm of artistic style
Does neural style transfer use gradient descent?Why is neural style transfer important?How long does neural style transfer take?Is an artistic image ...
The normalization of the autocorrelation function and how it changes the definitions you've learned about signal analysis in communication systems
What is autocorrelation in communication?What is autocorrelation signal processing?What is the autocorrelation of a speech signal?How do you find the...