49
1 Chapter 5: Chapter 5: Fourier Fourier Transform Transform

1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

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Page 1: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

1

Chapter 5: Chapter 5:

Fourier Fourier TransformTransform

Page 2: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

FOURIER TRANSFORM:FOURIER TRANSFORM:

2

Definition of the Fourier transformsDefinition of the Fourier transformsRelationship between Laplace Transforms and

Fourier TransformsFourier transforms in the limitProperties of the Fourier TransformsCircuit applications using Fourier TransformsParseval’s theoremEnergy calculation in magnitude spectrum

Page 3: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Definition of Fourier Definition of Fourier TransformsTransforms

3

dtetf

tfFF

tj

)(

)()(

Fourier Transforms:

Page 4: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Inverse Fourier Transforms:

4

dteF

FFtf

tj

)(2

1

)()( 1

Page 5: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Example 1:Obtain the Fourier Transform for thefunction below:

0

1

f ( t)

t

ate

5

Page 6: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Solution:

Given function is:

00

0)(

t

tetf

at

6

Page 7: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Fourier Transforms:

7

ja

eja

dtedtee

dtetfF

tja

tjatjat

tj

1

1

)(

)()(

0

)(

0

)(

0

Page 8: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

FOURIER TRANSFORM:FOURIER TRANSFORM:

8

Definition of the Fourier transformsRelationship between Laplace Transforms and Relationship between Laplace Transforms and

Fourier TransformsFourier TransformsFourier transforms in the limitProperties of the Fourier TransformsCircuit applications using Fourier TransformsParseval’s theoremEnergy calculation in magnitude spectrum

Page 9: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Relationship between Fourier Transforms and Laplace Transforms

9

There are 3 rules apply to the use of Laplace transforms to find Fourier Transforms of such functions.

Page 10: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Rule 1:If f(t)=0 for t<=0-

Replace s=jω

jstfLtfF )()(

10

Page 11: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Example:

11

0cos

00)(

tte

ttf

oat

Page 12: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Replace s=jω

12

22

22

)(

)()(

o

jso

aj

aj

as

astfF

Page 13: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Rule 2: Inverse negative function

13

jstfLtfF )()(

Page 14: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Example:

14

0cos

00)(

tte

ttf

oat

0cos

00)(

tte

ttf

oat

Negative

Page 15: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Fourier Transforms

15

22

22

)(

)(

)()(

o

jso

js

aj

aj

as

as

tfLtfF

Page 16: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Rule 3:Add the positive and negative function

16

0)()(

0)()(

ttftf

ttftf

)()()( tftftf

Page 17: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Thus,

17

jsjs tfLtfL

tfFtfFtfF

)()(

)()()(

Page 18: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Example 1:

18

at

at

etf

etf

)(

)(

as

tfL

astfL

1)(

1)(

Page 19: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Fourier transforms:

19

22

2

11

11)(

a

a

ajaj

asastfF

jsjs

Page 20: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Example 2:

Obtain the Fourier Transforms for the function below:

0sin

00)(

tte

ttf

oat

20

Page 21: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Solution:

21

22

22

)(

)(

)()(

o

o

jso

o

js

aj

as

sFF

Page 22: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Example 3:

22

0

00)(

tte

ttf

at

Page 23: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Solution:

23

2

2

)(

1

)(

1

)()(

aj

as

tfLF

js

js

Page 24: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Example 4:

24

0

0)(

tte

ttetf

at

at

Page 25: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Solution:

25

at

at

tetf

tetf

)(

)(

2

2

1)(

1)(

astfL

astfL

Page 26: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

26

222

22

22

4

)(

1

)(

1

)(

1

)(

1)(

a

aj

jaaj

asastfF

jsjs

Page 27: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

FOURIER TRANSFORM:FOURIER TRANSFORM:

27

Definition of the Fourier transformsRelationship between Laplace Transforms and

Fourier TransformsFourier transforms in the limitFourier transforms in the limitProperties of the Fourier TransformsCircuit applications using Fourier TransformsParseval’s theoremEnergy calculation in magnitude spectrum

Page 28: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Fourier Transforms in the limitFourier transform for signum function

(sgn(t))

1 .0

0

-1 .0

t

s g n ( t)

28

Page 29: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

)()()sgn( tutut 0)()(lim)sgn(0

tuetuet tt

1 .0

0

-1 .0

t

f ( t)

)(tue t

)( tue t

29

Page 30: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

30

22

2

11

11)(

j

jj

sstfF

jsjs

Page 31: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

assume ε→0,

31

j

tF2

)sgn(

Page 32: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Fourier Transforms for step function:

)sgn(2

1

2

1)( ttu

j

tFFtuF

1

)sgn(2

1

2

1)(

32

Page 33: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Fourier Transforms for cosine function

tjetf 0)(

)(2 00 tjeF

33

Page 34: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

22

2cos

00

00

0

tjtj

tjtj

ee

eet

34

Page 35: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Thus,

00

00

0

222

12

1cos 00

tjtj eFeFtF

35

Page 36: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

FOURIER TRANSFORM:FOURIER TRANSFORM:

36

Definition of the Fourier transformsRelationship between Laplace Transforms and

Fourier TransformsFourier transforms in the limitProperties of the Fourier TransformsProperties of the Fourier TransformsCircuit applications using Fourier TransformsParseval’s theoremEnergy calculation in magnitude spectrum

Page 37: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Properties of Fourier Transforms

Multiplication by a constant

)()( FtfF

KFtKfF )(37

Page 38: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Addition and subtraction

33

22

11

)(

)(

)(

FtfF

FtfF

FtfF

)()()(

)()()(

321

321

FFF

tftftfF

38

Page 39: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Differentiation

Fjdt

tfdF

Fjdt

tdfF

nn

n

)(

)(

39

Page 40: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Integration

)0()(

)()(

Fj

FtgF

dxxftgt

40

Page 41: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Scaling

01

)(

aa

Fa

atfF

41

Page 42: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Time shift

)()( 0 FeatfF tj

42

Page 43: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Frequency shift

)()( 00 FtfeF tj

43

Page 44: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Modulation

00

0

2

1

2

1

)()cos(

FF

tftF

44

Page 45: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Convolution in time domain

)()()()( 2121 FFtftf

45

Page 46: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Convolution in frequency domain:

)()(2

1)()( 2121

FFtftf

46

Page 47: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Example 1:

Determine the inverse Fourier Transforms for the function below:

86)(

410)(

2

jj

jF

47

Page 48: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

Solution:

48

24

)2)(4(

410

86)(

410)(

2

s

B

s

A

ss

s

ss

ssF

LAPLACELAPLACETRANSFORMSTRANSFORMS

Page 49: 1 Chapter 5: Fourier Transform. FOURIER TRANSFORM: 2 Definition of the Fourier transforms Definition of the Fourier transforms Relationship between Laplace

A and B value: 818 BA

2

8

4

18

jjF

49

)()818()( 24 tueetf tt