Digital Signal Processing Reference
In-Depth Information
Example 13.1 derives the bilateral z-transform of the exponential sequence
x
[
k
]
= α
k
u
[
k
]:
1
1
− α
z
−
1
,
←→
α
k
u
[
k
]
with
ROC
z
> α.
Since no restriction is imposed on the magnitude of
α
, the bilateral
z-transform of the exponential sequence exists for all values of
α
within the
specified ROC. Recall that the DTFT of an exponential sequence exists only
for
α<
1. For
α ≥
1, the exponential sequence is not summable and its DTFT
does not exist. This is an important distinction between the DTFT and the bilat-
eral z-transform. While the DTFT exists for a limited number of absolutely
summable sequences, no such restrictions exist for the z-transform. By associ-
ating an ROC with the bilateral z-transform, we can evaluate the z-transform
for a much larger set of sequences.
Example 13.2
Calculate the bilateral z-transform of the left-hand-sided exponential sequence
x
[
k
]
=−α
k
u
[
−
k
−
1].
Solution
For the DT sequence
x
[
k
]
=−α
k
u
[
−
k
−
1], Eq. (13.4) reduces to
∞
k
=−∞
(
α
z
−
1
−α
k
u
[
−
k
−
1]
z
−
k
−
1
)
k
.
X
(
z
)
=
=−
k
=−∞
To make the limits of summation positive, we substitute
m
=−
k
in the above
equation to obtain
−
−
1
z
1
− α
α
∞
−
1
z
<
1
α
−
1
z
)
m
X
(
z
)
=−
(
α
=
−
1
z
undefined
elsewhere
,
m
=
1
which simplifies to
1
1
− α
z
−
1
z
< α
X
(
z
)
=
undefined
elsewhere
.
The DT sequence
x
[
k
]
=−α
k
u
[
−
k
−
1] and the ROC associated with its
z-transform are illustrated in Fig. 13.2.
In Examples 13.1 and 13.2, we have proved the following z-transform pairs:
1
1
− α
z
−
1
,
←→
α
k
u
[
k
]
with
ROC
z
> α,
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