Digital Signal Processing Reference
In-Depth Information
Solution
Using Table 11.2, the DTFT of cos(
Ω
0
k
)isgivenby
m
=−∞
[
δ
(
Ω
∞
DTFT
←−−→
cos(
Ω
0
k
)
π
+
Ω
0
−
2
m
π
)
+ δ
(
Ω
−
Ω
0
−
2
m
π
)]
.
Using the frequency-shifting property,
m
=−∞
[
δ
(
Ω
∞
DTFT
←−−→
cos (
Ω
0
k
)e
j
Ω
1
k
π
+
Ω
0
−
Ω
1
−
2
m
π
)
+ δ
(
Ω
−
−
−
2
m
π
)]
Ω
0
Ω
1
and
m
=−∞
[
δ
(
Ω
∞
DTFT
←−−→
−
j
Ω
1
k
cos(
Ω
0
k
)e
π
+
+
−
2
m
π
)
Ω
0
Ω
1
+ δ
(
Ω
−
+
−
2
m
π
)]
.
Ω
0
Ω
1
Adding the two DTFT pairs and noting that [exp( j
Ω
1
k
)
+
exp(
−
j
Ω
1
k
)]
=
2 cos(
Ω
1
k
), we obtain
m
=−∞
[
δ
(
Ω
∞
←−−→
π
2
DTFT
cos(
Ω
0
k
) cos(
Ω
1
k
)
+
Ω
0
−
Ω
1
−
2
m
π
)
+ δ
(
Ω
−
−
−
2
m
π
)
Ω
0
Ω
1
+ δ
(
Ω
+
+
−
2
m
π
)
Ω
0
Ω
1
+ δ
(
Ω
−
+
−
2
m
π
)]
.
Ω
0
Ω
1
The above DTFT can also be obtained by expressing
2 cos(
Ω
0
k
) cos(
Ω
1
k
)
=
cos[(
Ω
0
+
Ω
1
)
k
]
+
cos[(
Ω
0
−
Ω
1
)
k
]
and calculating the DTFT of the right-hand side of the above expression.
11.5.7 Time differencing
The time differencing in the DT domain is the counterpart of differentiation in
the CT domain. The time-differencing property is stated as follows.
If
DTFT
←−−→
x
[
k
]
X
(
Ω
)
then
DTFT
←−−→
−
j
Ω
]
X
(
Ω
)
.
x
[
k
]
−
x
[
k
−
1]
[1
−
e
(11.44)
The proof of Eq. (11.44) follows directly from the application of the time-
shifting property.
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