Image Processing Reference
In-Depth Information
Im( z )
ROC of X ( z )
a <| z |< a -1
a
x
x
O
Re( z )
a -1
FIGURE 3.4
Pole - zero plot and ROC of Example 3.12.
S OLUTION
1
X
1
1
X
1
1
x(n)z n
(a) n z n
a n z n
(az) n
(az 1 ) n
X(z)
¼
¼
þ
¼
þ
n¼1
n¼1
0
n¼1
0
This can be simpli
ed as
1
1
1
1
(az) n
(az 1 ) n
(az) n
(az 1 ) n
X(z)
¼
þ
¼
1
þ
þ
1
0
0
0
1
1
¼
1
þ
az þ
(3
:
47)
1
1
az 1
or
z(z þ a a 1 )
(z a)(z a 1 )
X(z)
¼
For convergence of X(z), both sums in Equation 3.47 must converge. This requires
that
jaz 1
jzj < a 1 and
jazj <
1 and
j <
1, or equivalently,
jzj > a. Therefore, the
ROC of X(z)isa < jzj < a 1 . The pole
-
zero plot as well as ROC of X(z) is shown in
Figure 3.4.
The z-transforms of some elementary functions and their ROCs are listed in
Table 3.3.
3.5.1 P ROPERTIES OF Z -T RANSFORM
Most common properties of z-transform are listed below:
(a) Linearity : z-Transform is a linear transform, that is, if
Z
x 1 ( n ) !
X 1 ( z )
,
ROC ¼ R 1
(
3
:
48
)
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