Digital Signal Processing Reference
In-Depth Information
The DTFT
Y
(
Ω
) is obtained by substituting the values of the transfer function
H
(
Ω
) at frequencies
Ω
1
=π/
4
.
(i) For the transfer function in Eq. (11.65), the values of
H
1
(
Ω
) are given by
=π/
8 and
Ω
2
Ω
= π/
8
H
1
(
π/
8)
=
4
.
04
−
j2
.
03
,
H
1
(
π/
8)
=
4
.
52
,
<
H
1
(
π/
8)
=−
0
.
465 radians;
Ω
=−π/
8
H
1
(
−π/
8)
=
4
.
04
+
j2
.
03
,
H
1
(
−π/
8)
=
4
.
52
,<
H
1
(
−π/
8)
=
0
.
465 radians;
Ω
= π/
4
H
1
(
π/
4)
=
2
.
44
−
j2
.
11
,
H
1
(
π/
4)
=
3
.
22
,
<
H
1
(
π/
4)
=−
0
.
71 radians;
Ω
=−π/
4
H
1
(
−π/
4)
=
2
.
44
+
j2
.
11
,
H
1
(
−π/
4)
=
3
.
22
,<
H
1
(
−π/
4)
=
0
.
71 radians.
The DTFT
Y
1
(
Ω
) of the output sequence is therefore given by
−
π
8
+
π
8
−
j0
.
465
+ δ
4
.
52e
j0
.
465
Y
1
(
Ω
)
=
3
π
δ
4
.
52e
Ω
Ω
−
π
4
+
π
4
−
j0
.
71
+ δ
3
.
22e
j0
.
71
+ π
5
δ
3
.
22e
Ω
Ω
δ
−
π
8
+
π
8
−
j0
.
465
+ δ
e
j0
.
465
=
13
.
56
π
e
Ω
Ω
−
π
4
+
π
4
−
j0
.
71
+ δ
e
j0
.
71
+
16
.
10
π
δ
e
.
Ω
Ω
Calculating the inverse DTFT, the output sequence is obtained as
π
8
k
−
0
.
465
π
4
k
−
0
.
71
y
1
[
k
]
=
13
.
56 cos
+
16
.
10 cos
,
where we have expressed the constant phase in radians. Expressing the constant
phase in degrees yields
π
8
k
−
26
.
67
◦
π
4
k
−
40
.
80
◦
y
1
[
k
]
=
13
.
56 cos
+
16
.
10 cos
.
The LTID system
H
1
(
Ω
) acts like an amplifier as the sinusoidal component
3 cos(
π
k
/
8) with fundamental frequency
Ω
1
= π/
8 is amplified by a factor
of 4.52, while the sinusoidal component 3 cos(
π
k
/
4) with fundamental fre-
quency
Ω
1
= π/
4 is amplified by a factor of 3.22. The difference in the gains
is also apparent in the magnitude spectrum plotted in Fig. 11.18, where the
low-frequency components have a higher amplification factor than that of the
higher-frequency components.
(ii) For the transfer function in Eq. (11.65), the values of the transfer function
H
2
(
Ω
) at frequencies
Ω
1
=π/
8 and
Ω
2
=π/
4 are given by
Ω
= π/
8
H
2
(
π/
8)
=
1
,
H
2
(
π/
8)
=
1
,<
H
2
(
π/
8)
=
0 radians;
Ω
=−π/
8
H
2
(
−π/
8)
=
1
,
H
2
(
−π/
8)
=
1
,<
H
2
(
−π/
8)
=
0 radians;
Ω
= π/
4
H
2
(
π/
4)
=
0
,
H
2
(
π/
4)
=
0
,<
H
2
(
π/
4)
=
0 radians;
Ω
=−π/
4
H
2
(
−π/
4)
=
0
,
H
2
(
−π/
4)
=
0
,<
H
2
(
−π/
4)
=
0 radians.
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