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
The z-transforms for common sequences are summarized in Table 5.1 . Example 5.3 illustrates how
to find the z-transform using Table 5.1 .
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