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1 FOURIER TRANSFORM PART 2

Chapter 3 Part 2 Fourier Transform Properties

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FOURIER TRANSFORMPROPERTIES

2

Linearity(superposit

ion)Time shift Time sa!e

"ua!ity

Fre#uenyshift

(Mo$u!ation)

%on&o!ution

"i'erentiation

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LINEARIT SUPERPOSITION

3

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E+amp!e: Find the Fourier Transform for the signalg(t)

)2

()6

(5.0

)()()(

:

21

t rect t rect 

t  g t  g t  g 

Solution

+=

+=

)(sin2)3(sin3

)()()(

:

21

ω ω 

ω ω ω 

cc

GGG

Transform Fourier  In

+=

+=

v(t)

A

-τ/2   τ/2  t

   

  =

2sin)(

  ωτ  τ  ω    c AV 

     = τ  

t  Arect t v   )(

5

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 Time delay of a signal causes a linear phaseshift in the spectrum of the signal.

 If the signal is delayed by , the phase

spectrum will be shifted by .  The amplitude remains the same

TIME S,IFT

0)()(

)()(

0

t  jeV t t v

V t v

ω ω 

ω 

−⇔−

0t 

0t ω −

6

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E+amp!e: Find the Fourier Transform for the signal

So!ution*2/

2

|5.0|2

4

123   ω 

ω 

 jt  ee   −−−

+⇔

5.023

  −−   t e

7

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E+amp!e: Find the Fourier Transform for the signalof Figure (a).

Solution:2/

2sinc)(   ωτ ωτ 

τ ω   je AV    − 

  

  =

Similar magnitude with

signal but a

phase shift of

   

  τ 

t  Arect

2/τ ω −

8

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 ⇔a

ω V 

av(at)

1a: a real constant

⇒   =

τ 

t  At v rect)(    

 

 

 

 =2

sinc)V(  ωτ  τ  ω    A

  

 ==τ 

t  At vt v

2rect)2()(if  1

 

 

 

 

 = 

 

 

 

 =⇒4

sinc222

1)(Therefore 1

ωτ τ ω ω 

  AV V 

• If a!, the signal v(t) will be ompresse$- but this willproduce e+pansion in fre#ueny $omain.

• "r else If a#!, the signal v(t) will be e+pen$e$- but this willproduce ompression in fre#ueny $omain.

TIME S%ALE9

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E+amp!e of TimeSa!e

10

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)(2)(

)()(

ω π 

ω 

−⇔⇔

vt V 

V t v

   

   −⇔ 

  

  

   

  ⇔ 

  

  

τ  A

t  A

 Aτ 

t  A

ω π 

τ τ 

ωτ τ 

rect22

sinc

2sincrect

E+amp!e: Find the Fourier Transform for

 

   

  =2

sinc)(   τ τ    t  At  g 

"UALIT 11

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FRE/UEN% S,IFT(MO"ULATION)

[ ]

[ ])()(21sin)(

)()(2

1cos)(

000

000

ω ω ω ω ω 

ω ω ω ω ω 

+−−=

++−=

V V  j

t t v

V V t t v

)()(   ω V t v   =

)()(0

0 ω ω ω  −=−

V et v  t  j

13

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E+amp!eFind the Fourier Transform for the signal g(t)$f(t)cos(2%t)

where f(t)$2rect(t).

   

  =2

sinc2)(  ω 

ω  F So!ution*

[ ]

       +

+       −

=

   

     ++ 

  

     −=

++−=

2

20sinc2

20sinc

2

20sinc2

2

20sinc2

2

1

)20()20(2

1

)(

ω ω 

ω ω 

ω ω ω   F  F G

14

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( ) ( )

( ) ( )

( ) ( ) ( ) ( )ω ω 

ω 

ω 

2121

22

11

V V t vt v

V t v

V t v

⇔∗

%ON0OLUTION15

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&'ample: ien two signals as below:

)()(1   t uet  f     at −=   a > 0

)()(2   t uet  f     bt −=   b > 0

So!ution*

  

 

 

 

 

+

+−

=

++=

   

  

 +  

 

  

 +

=

=

ω ω 

ω ω 

ω ω 

ω ω ω 

 jb jaab

 jb ja

 jb ja

 F  F  F 

111 

))((

11 

)()()( 21

[ ])()(1

)(   t uet ueab

t  f    bt at    −− −−

=

)()()( 21   t  f  t  f  t  f     ∗=

16

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( )ω V v(t) ⇔

"IFFERENTIATION17

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E+amp!e*

)50rect()50rect()( .t  A.t  Adt t dg  −++=

)1()(2)1()(

2

2

−+−+=   t  At  At  A

dt 

t  g d δ δ δ 

18

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So!ution* 2n$ or$er $i'erentia!

[ ]

 

 

 

 

 = 

 

 

 

 =

   

  −=−=−

+−=

−+−+=

2sinc

2sin

4)(

2sin4)1(cos2)(

2)()(

)1()(2)1()(

22

2

22

2

2

2

ω ω 

ω ω 

ω ω ω ω 

ω ω 

δ δ δ 

ω ω 

 A A

G

 A AG

 Ae A AeG j

t  At  At  A F dt 

t  g d  F 

 j j

20

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( )[ ]   ( )

( )

( )ω πδ 

ω δ π 

π 

ω ω δ 

π 

ω δ   ω 

2 1 

2

2

1

2

11

∫    ==  ∞

∞−

− d e F    t  j

IN0ERSE FOURIERTRANSFORM

( )t v( )ω V    ( )[ ]   ( )∫ =  ∞

∞−

−ω ω 

π  

ω   ω  d eV V  F    t   j

2

11

21