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BIEN425 – Lecture 14 By the end of the lecture, you should be able to:

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1 BIEN425 – Lecture 14 By the end of the lecture, you should be able to:
Design and implement IIR filters using frequency transform and bilinear transform Compare the advantages and disadvantages of IIR filter design strategies (zero-pole versus freq-transform and bilinear transform)

2 In general This is an alternative way of representing Method 2 from the last lecture. This time, we don’t even need to do partial fraction expansion, the variable in s-domain is simply changed into z-domain.

3 Prove:

4 Bilinear transformation
Simply going between s-plane and z-plane This is very fun…. A circle becomes a rectangle and a line becomes a arc. Lecture14.m

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6 Frequency warping Given bilinear transformation and s = j2pF
Let’s look at how freq in analog filters (F) can be translated to freq in digital filters (f) Eq 8.83

7 Learning through example
Building a digital lowpass filter from Chebyshev-I given our digital specs: (Butterworth example 8.8) f0 = 2.5Hz, f1 = 7.5Hz dp = 0.1, ds = 0.1 (Could have given Ap and As instead) Recall the following procedure: Exam 8.8

8 Step 1a) pre-wrap frequencies to analog specs
Step 1b) compute r, d, minimum order

9 Step 1c) Find poles Step 1d) Write H(s)

10 Step 2) Determine fs =20hz Step 3) Re-write into H(z)

11 Another example Given Find the resonance frequency of this filter

12 Analog frequency transformation
Design digital HP,BP,BS filters Always start off with a normalized lowpass filter Normalized Lowpass Filter (Analog) Analog Frequency Transformation (Analog) Bilinear Transformation (Digital)

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14 Digital frequency transformation
Normalized Lowpass Filter (Analog) Bilinear Transformation (Digital) Digital Frequency Transformation (Digital)

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16 Beware of potential problems
Double check your filter response after design Stability? Actual frequency response Impulse response (check for limit cycles or deadband effects: oscillations even when input has gone to zero)


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