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Cascade and Parallel Realizations for IIR filters
EMU-E&E-ENG
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Examples: Assume we have a discrete-time system with the following difference equation 𝑦 𝑛 =−0.1𝑦 𝑛−1 +0.2𝑦 𝑛−2 +3𝑥 𝑛 +3.6𝑥 𝑛−1 +0.6𝑥 𝑛−2 Represent this filter using the cascade and parallel form realizations. 𝑌 𝑧 +0.1 𝑧 −1 𝑌 𝑧 −0.2 𝑧 −2 𝑌 𝑧 =3X z +3.6 𝑧 −1 𝑋 𝑧 +0.6 𝑧 −2 𝑋 𝑧 𝐻 𝑧 = 𝑌(𝑧) 𝑋(𝑧) = 𝑧 − 𝑧 − 𝑧 −1 −0.2 𝑧 −2 CASCADE FORM: 𝐻 𝑧 = 𝑌(𝑧) 𝑋(𝑧) = 𝑧 − 𝑧 − 𝑧 −1 −0.2 𝑧 −2 = 𝑧 − 𝑧 − 𝑧 −1 1−0.4 𝑧 −1
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𝐻 1 𝑧 = 3+0.6 𝑧 −1 1+0.5 𝑧 −1 and 𝐻 2 𝑧 = 1+ 𝑧 −1 1−0.4 𝑧 −1
𝐻 𝑧 = 𝑌(𝑧) 𝑋(𝑧) = 𝑧 − 𝑧 − 𝑧 −1 −0.2 𝑧 −2 = 𝑧 − 𝑧 − 𝑧 −1 1−0.4 𝑧 −1 𝐻 1 𝑧 = 𝑧 − 𝑧 − and 𝐻 2 𝑧 = 1+ 𝑧 −1 1−0.4 𝑧 −1 x[n] z--1 3 0.6 -0.5 z--1 1 0.4 y[n]
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PARALLEL FORM 𝐻 𝑧 = 𝑌(𝑧) 𝑋(𝑧) = 𝑧 − 𝑧 − 𝑧 −1 −0.2 𝑧 −2 Perform a long division and partial fractions to get H(z) = C + H1(z) + H2(z) 𝐻 𝑧 =− 𝑧 − 𝑧 −1 −0.2 𝑧 −2 −3+ 𝐴 1−0.4 𝑧 −1 + 𝐵 𝑧 −1 -3 −0.2 𝑧 − 𝑧 −1 +1 0.6 𝑧 − 𝑧 −1 +3 0.6 𝑧 −2 −0.3 𝑧 −1 −3 0+3.9 𝑧 −1 +6
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3.9 𝑧 −1 +6=A 𝑧 −1 +B 1−0.4 𝑧 −1 0.5A B = (1) A+B = (2) From (1) and (2) we have A = 7 and B = -1 𝐻 𝑧 =−3+ 7 1−0.4 𝑧 −1 + − 𝑧 −1
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z-1 1 0.4 -3 7 0.5 -1 y[n] x[n]
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Ex: Determine the cascade realization for the filter below:
𝐻 𝑧 = 𝑧 − 𝑧 − 𝑧 −3 1− 𝑧 − 𝑧 −2 − 𝑧 −3 𝐻 𝑧 = (1+3+3 𝑧 −2 + 𝑧 −3 ) 1− 𝑧 − 𝑧 −2 − 𝑧 −3 b=[ ] a=[ ] SOS = tf2sos(b,a,’up’) If flag is ‘up’ then first row will contain poles closest to the origin and Last row will contain poles closest to the unit circle
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SOS Numerator Denominator a0 a1 a2 b0 b1 b2 First Row 1 Second Row 2 0.3355 H z = 1+ 𝑧 −1 1− 𝑧 −1 ∗ 1+ 2𝑧 −1 + 𝑧 −2 1− 𝑧 − 𝑧 −2
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