Digital Signal Processing Reference
In-Depth Information
Table 5.2
z-Transform Properties
Property
Time Domain
z-Transform
Linearity
ax
1
ðnÞþbx
2
ðnÞ
aZðx
1
ðnÞÞ þ bZðx
2
ðnÞÞ
Shift theorem
xðn mÞ
z
m
XðzÞ
x
1
ðnÞx
2
ðnÞ¼
P
k ¼0
x
1
ðn kÞx
2
ðkÞ
Linear convolution
X
1
ðzÞX
2
ðzÞ
5.3
INVERSE Z-TRANSFORM
The z-transform of the sequence
xðnÞ
and the inverse z-transform for the function
XðzÞ
are defined as,
respectively
XðzÞ¼ZðxðnÞÞ
(5.7)
and
xðnÞ¼Z
1
ðXðzÞÞ
(5.8)
where
ZðÞ
is the z-transform operator, and
Z
1
ðÞ
is the inverse z-transform operator.
The inverse of the z-transform may be obtained by at least three methods:
1.
partial fraction expansion and lookup table;
2.
power series expansion;
3.
residue method.
The first method is widely utilized, and it is assumed that the reader is well familiar with the partial
fraction expansion method in learning Laplace transform. Therefore, we concentrate on the first
method in this topic. As for the power series expansion and residue methods, the interested reader is
referred to the textbook by Oppenheim and Schafer (1975). The key idea of the partial fraction
expansion is that if
XðzÞ
is a proper rational function of
z
, we can expand it to a sum of the first-order
factors or higher-order factors using the partial fraction expansion that can be inverted by inspecting
the z-transform table. The partial fraction expansion method is illustrated via the following examples.
EXAMPLE 5.8
Find the inverse z-transform for each of the following functions:
4z
z 1
z
z 0:5
a.
X ðzÞ¼2 þ
5z
ðz 1Þ
2
2z
ðz 0:5Þ
2
b.
X ðzÞ¼
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