Fourier Transforms and its properties
Fourier Transform
We know that the complex form of Fourier integral is
The function F(s), defined by (1), is called the Fourier Transform of f(x). The function f(x), as given by (2), is called the inverse Fourier Transform of F(s). The equation (2) is also referred to as the inversion formula.
Properties of Fourier Transforms
(1) Linearity Property
If F(s) and G(s) are Fourier Transforms of f(x) and g(x) respectively, then
F{a f(x) + bg(x)} = a F(s) + bG(s),
where a and b are constants.
= a F(s) + bG(s) i.e,
F{a f(x) + bg(x)} = a F(s) + bG(s)
(2) Shifting Property
(i) If F(s) is the complex Fourier Transform of f(x), then
F{f(x-a)} = eisa F(s).
(ii) If F(s) is the complex Fourier Transform of f(x), then
(3) Change of scale property
If F(s) is the complex Fourier transform of f(x), then
F{f(ax)} =1/a F(s/a), a ¹0.
Put ax = t, so that dx = dt/a.
(4) Modulation theorem.
If F(s) is the complex Fourier transform of f(x),
Then F{f(x) cosax} = ½{F(s+a) + F(s-a)}.
(5) nth derivative of the Fourier Transform
If F(s) is the complex Fourier Transform of f(x),
Then F{xn f(x)} = (-i)n dn/dsn .F(s).
(6) Fourier Transform of the derivatives of a function.
If F(s) is the complex Fourier Transform of f(x),
Then, F{f-isF(s) if„(x)}f(x)®0as x=® ±¥.
In general, the Fourier transform of the nth derivative of f(x) is given by
F{f n(x)} = (-is)n F(s),
provided-1 ‟the derivatives frst®„n±¥. vanish as x
Property (7)
If F(s) is the complex Fourier Transform of f(x), then F
Property (8)
If F(s) is the complex Fourier transform of f(x),
Note: If F{f(x)} = F(s), then
F{f(-x)} = F(-s).
Example 1
Find the F.T of f(x) defined by
f(x) = 0 x<a
= 1 a<x<b
= 0 x>b.
The F.T of f(x) is given by
Example 2
Find the F.T of f(x) = x for |x | =< a
= 0 for |x | > a.
Example 3
Find the F.T of f(x) = eiax , 0 < x < 1
= 0 otherwise
The F.T of f(x) is given by
Note:
If the F.T of f(x) is f(s), the function f(x) is called self-reciprocal. In the above example e -x 2/ 2 is self-reciprocal under F.T.
Example 5
Find the F.T of
f(x) = 1 for |x|<1.
= 0 for |x|>1.
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