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I'm asked to plot the frequency response (amplitude) given a specific pole-zero diagram.

$$ H(z) = H_0 \frac{\prod\limits_{m=1}^{M} (z - q_m)}{\prod\limits_{m=1}^{M} (z - p_m)}$$

$$ H(e^{i\omega}) = H_0 \frac{\prod\limits_{m=1}^{M}(e^{i\omega} - q_m)}{\prod\limits_{m=1}^{M}(e^{i\omega} - p_m)}$$

If I understood it correctly, the amplitude at frequency $\omega$ is (the magnitude of the distance from $e^{i\omega}$ to all the zeroes) divided by (the magnitude of the distance from $e^{i\omega}$ to all the poles), i.e:

$$ \Big|H(e^{i\omega})\Big| = \Big|H_0\Big| \frac{\prod\limits_{m=1}^{M}|e^{i\omega} - q_m|}{\prod\limits_{m=1}^{M}|e^{i\omega} - p_m|}$$ where $q_m$ are the zeroes and $p_m$ are the poles and $H_0$ is the constant gain factor.

The problem is that in the graph where I need to draw the frequency response, the frequency and amplitude range $0\to1$ like so:

enter image description here

After I get a value by calculating the poles and zeroes I almost always get a value above $1$. What do I need to do with the value to fit it into the graph? How do I normalize(?) the value?

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For the frequency axis, you're going to have to normalize by $\pi$ to plot digital frequencies in $[0,\pi]$.

For the magnitude axis, normalize by $\mathrm{max}\left(|H\left(e^{i\omega}\right)|\right)$.

I'm surprised you weren't asked to plot magnitude response in dB (a logarithmic axis).

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  • $\begingroup$ Do you do that by simply dividing the current amplitude by the max amplitude? $\endgroup$ – Heuristics Apr 18 '18 at 21:19
  • $\begingroup$ Yes. If you must fit the plot on a scale from 0 to 1. $\endgroup$ – Andy Walls Apr 18 '18 at 21:23

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