Digital Signal Processing Reference
In-Depth Information
In the above transform pair, the ROC
α
z
−
1
<
1 is equivalent to
z
>α
and
consists of the region outside the circle of radius
z
=α
in the complex z-
plane. Example 13.1 derives the bilateral z-transform for the function
x
3
[
k
]
=
α
k
u
[
k
]. Since the function is causal, the bilateral and unilateral z-transforms
are identical.
(iv) By definition,
∞
∞
k
α
k
u
[
k
]
z
−
k
−
1
)
k
.
X
(
z
)
=
=
k
(
α
z
k
=
0
k
=
0
Using the following result:
∞
r
(1
−
r
)
2
,
kr
k
=
provided
r
<
1
,
k
=
0
the above summation reduces to
−
1
(1
− α
z
−
1
)
2
,
α
z
−
1
<
1
.
X
(
z
)
=
ROC:
α
z
The z-transform pair for a time-rising, complex exponential is given by
−
1
α
z
α
z
(
z
− α
)
2
,
←→
k
α
k
u
[
k
]
or
ROC:
z
> α.
(1
− α
z
−
1
)
2
≤
≤
(v) Since the input sequence
x
5
[
k
] is zero outside the range 0
k
5,
Eq. (13.4) reduces to
∞
−
k
=
x
[0]
+
x
[1]
z
−
1
+
x
[2]
z
−
2
+
x
[3]
z
−
3
+
x
[4]
z
−
4
+
x
[5]
z
−
5
.
X
(
z
)
=
x
[
k
]
z
k
=
0
Substituting the values of
x
5
[
k
] for the range 0
≤
k
≤
5, we obtain
−
1
+
2
z
−
2
+
2
z
−
5
X
(
z
)
=
1
+
z
ROC: entire z-plane, except
z
=
0
.
For finite-duration sequences, the ROC is always the entire z-plane except for
the possible exclusion of
z
=
0 and
z
=∞
.
13.2.1 Relationship between the DTFT and the z-transform
Comparing Eq. (13.2) with Eq. (13.4), the DTFT can be expressed in terms of
the bilateral z-transform as follows:
k
=−∞
x
[
k
]
z
∞
−
k
X
(
Ω
)
=
=
X
(
z
)
z
=
e
j
Ω
.
(13.8)
Since, for causal functions, the bilateral and unilateral z-transforms are the
same, Eq. (13.8) is also valid for the unilateral z-transform for causal functions.
Equation (13.8) shows that the DTFT is a special case of the z-transform
with
z
=
e
j
Ω
. The equality
z
=
e
j
Ω
corresponds to the circle of unit radius
(
z
=
1) in the complex z-plane. Equation (13.8) therefore implies that the
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