Digital Signal Processing Reference
In-Depth Information
in Step 2, and the cut-off frequency ω c , using the following transformation:
H ( s ) =
H ( S ) S = s c .
Note that the transformation S = s / ω c represents scaling in the Laplace domain.
It is therefore clear that the normalized cut-off frequency of 1 radian/s used in
the normalized Butterworth filter is transformed to a value of ω c as required in
Step 3.
Step 5 Sketch the magnitude spectrum from the transfer function H ( s ) deter-
mined in Step 4. Confirm that the transfer function satisfies the initial design
specifications.
Examples 7.5 and 7.6 illustrate the application of the design algorithm.
Example 7.5
Design a Butterworth lowpass filter with the following specifications:
pass band (0 ≤ω≤ 5 radians/s)
0 . 8 H ( ω ) 1;
stop band ( ω > 20 radians/s)
H ( ω ) 0 . 20 .
Solution
Using Step 1 of Algorithm 7.3.1.1, the gain terms G p and G s are given by
1
(1 − δ p ) 2
1
0 . 8 2
=
1 =
1 = 0 . 5625
G p
and
1
( δ s ) 2
1
0 . 2 2
G s
=
1 =
1 = 24 .
Using Eq. (7.29), the order of the Butterworth filter is given by
= 1
2
ln( G p / G s )
ln( ω p s )
= 1
2
ln(0 . 5625 / 24)
ln(5 / 20)
N
= 1 . 3538 .
We round off the order of the filter to the higher integer value as N = 2.
Using Step 2 of Algorithm 7.3.1.1, the transfer function H ( S ) of the normal-
ized Butterworth filter with a cut-off frequency of 1 radian/s is given by
H ( S ) = 1
S 2 + 1 . 414 S + 1 .
Using the pass-band constraint, Eq. (7.31), in Step 3 of Algorithm 7.3.1.1, the
cut-off frequency of the required Butterworth filter is given by
ω p
( G p ) 1 / 2 N
5
(0 . 5625) 1 / 4
ω c
=
=
= 5 . 7735 radians/s .
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