Digital Signal Processing Reference
In-Depth Information
In DSP applications, the given transfer function of a digital system can converted into a difference
equation for DSP implementation. The following example illustrates the procedure.
EXAMPLE 6.5
Convert each of the following transfer functions into its difference equation.
z 2 1
z 2 þ 1:3z þ 0:36
a. HðzÞ¼
z 2 0:5 z þ 0:36
z 2
b. HðzÞ¼
Solution:
a. Dividing the numerator and denominator by z 2 to obtain the transfer function whose numerator and denominator
polynomials have the negative power of z, it follows that
ðz 2 1Þ=z 2
ðz 2 þ 1:3z þ 0:36Þ=z 2 ¼
1 z 2
1 þ 1:3z 1 þ 0:36z 2
HðzÞ¼
We write the transfer function using the ratio of Y ðzÞ to X ðzÞ :
1 z 2
1 þ 1:3z 1 þ 0:36z 2
Y ð z Þ
X ðzÞ ¼
Then we have
Y ðzÞð1 þ 1:3z 1 þ 0:36z 2 Þ¼X ðzÞð1 z 2 Þ
By distributing Y ðzÞ and X ðzÞ, we yield
Y ðzÞþ1:3z 1 Y ðzÞþ0:36z 2 Y ðzÞ¼X ðzÞz 2 X ðzÞ
Applying the inverse z-transform and using the shift property in Equation (5.3) of Chapter 5, we get
yðnÞþ1:3yðn 1Þþ0:36yðn 2Þ¼xðnÞxðn 2Þ
Writing the output yðnÞ in terms of inputs and past outputs leads to
yðnÞ¼xðnÞxðn 2Þ1:3yðn 1Þ0:36yðn 2Þ
b. Similarly, dividing the numerator and denominator by z 2 , we obtain
X ðzÞ ¼ ð z 2 0:5 z þ 0:36Þ= z 2
Y ð z Þ
¼ 1 0:5z 1 þ 0:36z 2
HðzÞ¼
z 2 =z 2
Thus
Y ðzÞ¼X ðzÞð1 0:5z 1 þ 0:36z 2 Þ
By distributing X ðzÞ, we yield
Y ðzÞ¼X ðzÞ0:5z 1 X ðzÞþ0:36z 2 X ðzÞ
Applying the inverse z-transform with using the shift property in Equation (5.3), we obtain
yðnÞ¼xðnÞ0:5xðn 1Þþ0:36xðn 2Þ
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