Digital Signal Processing Reference
In-Depth Information
In the above transform pair, the ROC α z
1 < 1 is equivalent to z and
consists of the region outside the circle of radius z 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 ( ) =
=
X ( z )
z = e j .
(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 . The equality z = e j 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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