Assumption:
F
(ω)exits only between [−
l
,
l
].
The formula for inverse Fourier transform is
f
(
x
)
=
1
2π
⌠
⌡
∞
−∞
F
(ω)
e
i
ω
x
d
ω
=
1
2π
⌠
⌡
l
−
l
F
(ω)
e
i
ω
x
d
ω
(1)
As
F
(ω) exists only between [−
l
,
l
], it can be expressed by Fourier series as:
F
(ω) =
∞
∑
k
=−∞
~
F
k
e
i
k
[(π)/(
l
)] ω
(2)
with its Fourier coefficient as
~
F
k
=
1
2
l
⌠
⌡
l
−
l
F
(ω)
e
−
i
k
[(π)/(
l
)] ω
d
ω
(3)
Combining Eq.(
1
) with Eq.(
2
) yields
f
(
x
)
=
1
2π
⌠
⌡
l
−
l
F
(ω)
e
i
ω
x
d
ω
=
1
2π
⌠
⌡
l
−
l
⎛
⎝
∞
∑
k
=−∞
~
F
k
e
i
k
[(π)/(
l
)] ω
⎞
⎠
e
i
ω
x
d
ω
=
1
2π
∞
∑
k
=−∞
~
F
k
⌠
⌡
l
−
l
e
i
k
[(π)/(
l
)] ω
e
i
ω
x
d
ω
=
1
2π
∞
∑
k
=−∞
~
F
k
2
l
sin (
k
π+
l
x
)
k
π+
l
x
(4)
On the other hand, combining Eq.(
1
) with Eq.(
3
) yields
~
F
k
=
1
2
l
⌠
⌡
l
−
l
F
(ω)
e
−
i
k
[(π)/(
l
)] ω
d
ω
=
π
l
⎛
⎝
1
2π
⌠
⌡
l
−
l
F
(ω)
e
i
ω(−
k
π/
l
)
d
ω
⎞
⎠
=
π
l
f
⎛
⎝
−
π
l
k
⎞
⎠
.
(5)
Therefore, Eq.(
4
) can be written as
f
(
x
)
=
1
2π
∞
∑
k
=−∞
π
l
f
⎛
⎝
−
π
l
k
⎞
⎠
2
l
sin (
k
π+
l
x
)
k
π+
l
x
=
∞
∑
k
=−∞
f
⎛
⎝
−
π
l
k
⎞
⎠
sin (
k
π+
l
x
)
k
π+
l
x
=
∞
∑
k
=−∞
f
⎛
⎝
π
l
k
⎞
⎠
sin (−
k
π+
l
x
)
−
k
π+
l
x
.
(6)
If the interval is set as (−2 π
W
, 2 π
W
), choose
l
= 2 π
W
to rewrite Eq.(
6
) as
f
(
x
) =
∞
∑
k
=−∞
f
⎛
⎝
1
2
W
k
⎞
⎠
sin
⎛
⎝
2 π
W
⎛
⎝
x
−
1
2
W
k
⎞
⎠
⎞
⎠
2 π
W
⎛
⎝
x
−
1
2
W
k
⎞
⎠
,
(7)
which implies that
f
(
x
) can be expressed with a sampling rate of 1/(2
W
).
File translated from T
E
X by
T
T
H
, version 4.03.
On 06 Nov 2022, 23:32.