Digital Signal Processing Reference
In-Depth Information
Im{ s }
x ( t ) = e at u ( t )
t
Re{ s }
0
a
0
(a)
(b)
Example 6.1 shows that the bilateral Laplace transform of the decaying expo-
nential function x ( t ) = e
Fig. 6.1. (a) Exponential
decaying function
x ( t ) = e at u ( t ); (b) its
associated ROC, Re{ s > − a ,
over which the bilateral Laplace
transform exists.
at u ( t ) will converge to a finite value X ( s ) = 1 / ( s + a )
within the ROC (Re { s > − a ). In other words, the bilateral Laplace transform
of x ( t ) = e
at u ( t ) exists for all values of a within the specified ROC. No restric-
tion is imposed on the value of a for the existence of the Laplace transform.
On the other hand, the CTFT of the decaying exponential function exists only
for a > 0. For a < 0, the exponential function x ( t ) = e
at u ( t ) is not absolutely
integrable, and hence its CTFT does not exist. This is an important distinction
between the CTFT and the bilateral Laplace transform. The CTFT exists for a
limited number of absolutely integrable functions. By associating an ROC with
the bilateral Laplace transform, we can evaluate the Laplace transform for a
much larger set of functions.
Example 6.2
Calculate the bilateral Laplace transform of the non-causal exponential function
g ( t ) =− e
at u ( t ).
Solution
Substituting g ( t ) =− e
at u ( t ) in Eq. (6.5), we obtain
0
−∞
0
1
( s + a ) e ( s + a ) t
e at u ( t )e st d t =−
e ( s + a ) t d t =
G ( s ) =
.
−∞
−∞
At the upper limit, t 0, e ( s + a ) t = 1. At the lower limit, t →−∞ ,e ( s + a ) t
is finite only if Re { s + a < 0, where it equals zero. The bilateral Laplace
transform is therefore given by
1
( s + a )
for Re s < − a
G ( s ) =
undefined
for Re s ≥− a .
Figure 6.2 illustrates the ROC, Re s < − a , for the bilateral Laplace transform
of g ( t ) =− e
at u ( t ).
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