Digital Signal Processing Reference
In-Depth Information
performing inverse z-transform (which we shall study later), we are restricted to the causal sequence.
Now let us study the following typical examples.
EXAMPLE 5.1
Given the sequence
xðnÞ¼uðnÞ
find the z-transform of xðnÞ.
Solution:
From the definition of Equation
(5.1)
, the z-transform is given by
z
1
n
z
1
z
1
2
N
N
uðnÞz
n
X ðzÞ¼
¼
¼ 1 þ
þ
þ/
n ¼0
n ¼0
This is an infinite geometric series that converges to
z
z 1
X ðzÞ¼
1
1 r
when jr j<1.
with a condition jz
1
j<1. Note that for an infinite geometric series, we have 1 þ r þ r
2
þ/ ¼
The region of convergence for all values ofz is given as jzj >1.
EXAMPLE 5.2
Consider the exponential sequence
xðnÞ¼a
n
uðnÞ
and find the z-transform of the sequence xðnÞ.
Solution:
From the definition of the z-transform in Equation
(5.1)
, it follows that
az
1
n
az
1
az
1
2
X ðzÞ¼
N
n ¼0
¼
N
n ¼0
a
n
uðnÞz
n
¼ 1 þ
þ
þ/
Since this is a geometric series that will converge for jaz
1
j<1, it is further expressed as
z
z a
;
X ðzÞ¼
for jzj > jaj
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