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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