Biomedical Engineering Reference
In-Depth Information
ð
t
f
ð
t
Þ
g
ð
t
Þ¼
f
ð
t
x
Þ
g
ð
x
Þ
d
x
:
(A.217)
0
It can be shown that the convolution is commutative (
f
g
¼
g
f
), associative
ðð
h
). The
Laplace transform of a convolution is the product of the Laplace transforms, thus
f
g
Þ
h
¼
f
ð
g
h
Þ
), and distributive (
f
ð
g
þ
h
Þ¼
f
g
þ
f
Þg ¼ f
L
f
f
ð
t
Þ
g
ð
t
ð
s
Þ~
g
ð
s
Þ:
(A.218)
Example A.16.2
Problem
: Solve the differential equation
d
d
t
0 in the general
case where
q
(
t
) is not specified, other than it has a Laplace transform.
5
y
¼
q
ð
t
Þ
for
y
(0)
¼
Solution: Noting that the Laplace transform of e
at
1
sþa
and that the Laplace
transform of the derivative of a function is equal to
s
times the Laplace transform of
the function minus the value of the function at
t
is
¼
0, the Laplace transform of
Þ¼
q
ð
s
Þ
ðs
5
Þ
d
y
d
t
5
y
¼
q
ð
t
Þ
is
sy
ð
s
Þ
5
y
ð
s
Þ¼q
ð
s
Þ
, thus
y
ð
s
.
is the product of two transformed functions like those that
appear on the right-hand side of (A.218) above, thus from (A.218) one can see by
partial fractions that
Observe that
y
~
ð
s
Þ
<
=
;
¼
ð
ð
;
t
t
q
~
ð
s
Þ
q
~
ð
s
Þ
e
5
ðtxÞ
q
e
5
ðtxÞ
q
L
1
L
ð
x
Þ
d
x
or
ð
x
Þ
d
x
¼
:
ð
s
5
Þ
ð
s
5
Þ
0
0
Þ¼
Ð
t
thus
y
ð
t
e
5
ðtxÞ
q
ð
x
Þ
d
x
. This is a general integral to the differential equation for
0
any function
q
(
t
).
In the material above it was assumed for simplicity that the functions were
continuous in the interval 0
. However, one of the most attractive features
of using Laplace transforms is their simplicity in dealing with functions that contain
discontinuities. The unit or Heaviside step function
h
(
t
t
1
t
o
) is defined as 0 for
t
<
t
o
and as 1 for
t
>
t
o
. Since the function jumps from the value 0 to the value 1 on
passage through
t
¼
t
o
, the approach of
h
(
t
t
o
) to the value
t
o
is therefore different
from below than it is from above,
t
o
Þ¼
t
o
Þ¼
h
ð
lim
h
ð
t
Þ¼
0
;
h
ð
lim
t>t
o
h
ð
t
Þ¼
1
:
(A.219)
t
>
t
o
The function
h
(
t
t
o
) is multiple valued at
t
¼
t
o
and its value there depends on
how the point
t
t
o
is approached. The Laplace transform of the discontinuous
function, because it integrates the function, removes the discontinuity, thus
¼
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