Digital Signal Processing Reference
In-Depth Information
g ( t )
Proof
Calculating the Laplace transform of { a 1 x 1 ( t ) + a 1 x 2 ( t ) } using Eq. (6.9) yields
4
t
−4
−3
−2
−1
0
2
a 1 x 1 ( t ) + a 2 x 2 ( t ) e st d t
L a 1 x 1 ( t ) + a 2 x 2 ( t ) =
Fig. 6.5. Causal function g ( t )
considered in Example 6.8.
0
a 1 x 1 ( t )e st d t +
a 2 x 2 ( t )e st d t
=
0
0
x 1 ( t )e st d t + a 2
x 2 ( t )e st d t
= a 1
0
0
= a 1 X 1 ( s ) + a 2 X 2 ( s ) ,
which proves Eq. (6.17).
By definition of the ROC, the Laplace transform X 1 ( s ) is finite within the
specified region R 1 . Similarly, X 2 ( s ) is finite within its ROC R 2 . Therefore, the
linear combination a 1 X 1 ( s ) + a 2 X 2 ( s ) must at least be finite in region R that
represents the intersection of the two regions i.e. R = R 1
R 2 . If there is no
common region between R 1 and R 2 , then the Laplace transform of { a 1 x 1 ( t ) +
a 1 x 2 ( t ) } does not exist. Due to the cancellation of certain terms in a 1 X 1 ( s ) +
a 2 X 2 ( s ), it is also possible that the overall ROC of the linear combination is
larger than R 1
R 2 . To illustrate the application of the linearity property, we
consider the following example.
Example 6.8
Calculate the Laplace transform of the causal function g ( t ) shown in Fig. 6.5.
Solution
The causal function g ( t ) is expressed as the linear combination
g ( t ) = 4 x 3 ( t ) + 2 x 7 ( t ) ,
where the CT functions x 3 ( t ) and x 7 ( t ) are defined in Example 6.4. Based on
the results of Example 6.4, the Laplace transforms for x 3 ( t ) and x 7 ( t ) are given
by
2
for s
= 0
X 3 ( s ) =
with ROC: entire s-plane
1
s [e
2 s e
4 s ]
for s
= 0
and
3
for s = 0
X 7 ( s ) =
2
s 2 [1 e
with ROC: entire s-plane
s s e
2 s ]
for s = 0 .
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