fourier sine and cosine transform
DESCRIPTION
notesTRANSCRIPT
-
Fourier Cosine and Sine transforms
Consider the Fourier cosine integral representation of a function f(x)
0 0
2( ) ( )cos cos , 0f x f t st sxdtds x
0 0
2 2( )cos cosf t st dt sxds
0
0
2( ) ( )cos ( )....(1)
2( ) ( ) cos .......(2)
c c
c
Let F f x f t st dt F s
Then f x F f x sxds
The transform { ( )}cF f x defined by (1) is called the Fourier cosine transform of
f(x).The formula (2) is called the inverse Fourier cosine transform of
{ ( )} ( )c cF f x F s and is denoted by 1( ) ( ) .c cf x F F s
Similarly, using the
Fourier sine integral representation of f(x) given by
0 0
2( ) ( )sin sin ,f x f t st sxdt ds
we can define the Fourier sine transform of f(x)
denoted by ( )sF f x as 0
2( ) ( )sin ( )s sF f x f t st dt F s
Then the inverse Fourier sine transform of ( )sF s is defined as
1
0
2( ) { ( )} ( )sins s sf x F F s F s sxds
Definition: A function f(x) is said to be self reciprocal under Fourier cosine (sine)
transform if ( ) ( ) ( ) ( )cF f x f s Fs f x f s
Properties of Fourier cosine/ sine transforms
(1) Both Fourier cosine and sine transforms are linear.
-
c 1 2 1 c 2 c
s 1 2 1 s 2 s 1 2
F {c f (x) c g(x)} c F {f (x)} c F {g(x)}
F{c f (x) c g(x)} c F{f (x)} c F{g(x)} where c and c are cons tan ts
c c c
c s s
s s s
s c s
1(2). F {f (x)cosax} F (s a) F (s a)
2
1F {f (x)sin ax} F (s a) F (a s)
2
1(3). F{f (x)cosax} F (s a) F (s a)
2
1F{f (x)sin ax} F (s a) F (s a)
2
The proof of (2) and (3) follows directly from trigonometric identities.
c c
s s
c s
s c
1(4). F {f (ax)} F (s / a)
a
1F{f (ax)} F (s / a)
a
(5). If f (x) 0 as x , then
2F {f (x)} f (0) s F (s)
F{f (x)} s F (s)
c
0
2Proof : Consider F {f (x)} f (x)cossx dx
Integrating by parts, we get
00
2'( ) ( )cos | ( )sin ( )CF f x f x sx f x sx s dx
0
20 (0) ( )sin f s f x sx dx
2
( ) (0)SsF f x f
provided ( ) 0 as f x x
-
Also,
0
2'( ) '( )sin SF f x f x sx dx
Integrating by parts, we get
00
2'( ) ( )sin | ( ) cos ( )SF f x f x sx f x sx s dx
2
0 0 ( ) ( ).2
C CsF s sF s
(6) 22
''( ) '(0) ( )C CF f x f s F s
22
''( ) (0) ( )S SF f x sf s F s
provided ( ) and '( ) 0 f x f x as x
(7) ( ) and ( )S CC SdF dF
F xf x F xf xds ds
(8)
( ) (s), ( ) ( ),
( ) (s) and ( ) ( ) exist,
C C C C
S S S S
If F f x F F g x G s
F f x F F g x G s
then 0
0 0
( ) ( ) ( ) ( ) ( ) ( )C C S SF s G s ds F s G s ds f x g x dx
and 2 2 2
C C
0 0 0
F ( ) F ( ) ( )s ds s ds f x dx
which is called Parsivals identity.
-
Problems:
(1) Find C SF , Fax axe e and hence find C SF and Fax axxe xe
Solution: By definition,
C0
2F cos ax axe e sx dx
2 2 2 20
2 2cos sin , 0
axe aa sx s sx a
a s a s
S0
2F sin ax axe e sx dx
2 2 2 20
2 2sin cos , 0.
axe sa sx s sx a
a s a s
Therefore,
2 2
C 2 2 2 2 2
2 2F
( )
ax ax
S
d d s a sxe F e
ds ds a s a s
S 2 2 2 2 22 2 2
F( )
ax ax
C
d d a asxe F e
ds ds a s a s
2). Find 2 2 2 2
&a x a xc sF e F xe
.
Solution : We have from definition,
-
2 2 2 2 2 2 2 2
2
2
2 2
2 2 2 2 2 2
0 0
4
4 4
3
2 2cos
1
2
1
2 2 2
a x a x a x isx a x
c
s
a
s s
a x a x a as c
F e e sxdx e e dx F e
ea
d d sF xe F e e e
ds ds a a
Note that
2 2
2 2
2 2
2 2
2 2
2 2
1for ,
2
& .
x s
a x
c c
x s
a x
s s
a F e F e e
F xe F xe xe
2
2
2
2
is self reciprocal under Fourier cosine transform and
is self reciprocal under Fourier sine transform .
x
x
e
xe
3) Find 1 1& ,0 1.a ac sF x F x a
1
0
1 1 2
0 0
Consider ;
Let or . Then
1 ( ) ( ) ( )( )
( ) ( )cos sin
2 2
a isx
ai
a isx a y a
a a a a a
a a
x e dx
dyisx y dx
is
a a ax e dx y e dy i e
i s s sis
a a a ai
s s
-
1 1
0 0
1 1
0
1 1
0
Thus
( ) ( )cos cos cos sin
2 2
Equating real and imaginary parts, we get
2 2 ( )cos cos and
2
2 2 ( )sin sin
a a
a a
a a
c a
a a
s a
a a a ax sxdx i x sxdx i
s s
a aF x x sxdx
s
a aF x x sxdx
s
.2
Note:
11 1 1 1 1 For , 2 2
1 is self reciprocal under Fourier sine and cosine transforms.
a
c c sa F x F Fx s x
x
Note:
0
1
0
0
2Consider ( ) ( )cos ( ).
2 Then ( ) ( ) ( )cos (1)
Interchanging and in (1), we get
2( ) ( )cos ( )
Similarly, if ( ) ( ) then, ( ) ( ).
c c
c c c
c c c
s s s s
F f x f x sxdx F s
f x F F s F s sxds
s x
f s F x sxdx F F s
F f x F s F F s f s
-
4) Find
2 2
2 2
2 2
2 2
-
2
- -
2
1 and .
1 1
Solution: We have shown that
2( ).
2( ) .
Or .2
1For 1, .
1 2
1 2 2
c s
ax
c c
as
c c c
as
c
s
c
s
s
xF F
x x
aF e F s
a s
aF F x F e
a x
aF e
a x
a F es
x dF e e
x ds
.s
Exercises:
1) Find the Fourier cosine transform of cos , sinax axe ax e ax and hence find the
Fourier cosine transforms of
2
4 4 4 4
1 and .
x
x k x k
2) Find the Fourier sine transform of 1
and , 0.axe
ax x