Fourier Series Hlya Yaln 1 Hlya Yaln 2

  • Slides: 119
Download presentation
Fourier Series Hülya Yalçın © 1

Fourier Series Hülya Yalçın © 1

Hülya Yalçın © 2

Hülya Yalçın © 2

Hülya Yalçın © 3

Hülya Yalçın © 3

Hülya Yalçın © 4

Hülya Yalçın © 4

Hülya Yalçın © 5

Hülya Yalçın © 5

Hülya Yalçın © 6

Hülya Yalçın © 6

Hülya Yalçın © 7

Hülya Yalçın © 7

Hülya Yalçın © 8

Hülya Yalçın © 8

Hülya Yalçın © 9

Hülya Yalçın © 9

Hülya Yalçın © 10

Hülya Yalçın © 10

Hülya Yalçın © 11

Hülya Yalçın © 11

Nice Java Applet http: //www. falstad. com/fourier/ Fourier series java applet Hülya Yalçın ©

Nice Java Applet http: //www. falstad. com/fourier/ Fourier series java applet Hülya Yalçın © 12

Hülya Yalçın © 13

Hülya Yalçın © 13

Hülya Yalçın © 14

Hülya Yalçın © 14

Hülya Yalçın © 15

Hülya Yalçın © 15

Hülya Yalçın © 16

Hülya Yalçın © 16

Hülya Yalçın © 17

Hülya Yalçın © 17

Hülya Yalçın © 18

Hülya Yalçın © 18

Hülya Yalçın © 19

Hülya Yalçın © 19

Hülya Yalçın © 20

Hülya Yalçın © 20

Hülya Yalçın © 21

Hülya Yalçın © 21

Hülya Yalçın © 22

Hülya Yalçın © 22

Hülya Yalçın © 23

Hülya Yalçın © 23

Hülya Yalçın © 24

Hülya Yalçın © 24

Hülya Yalçın © 25

Hülya Yalçın © 25

Hülya Yalçın © 26

Hülya Yalçın © 26

Hülya Yalçın © 27

Hülya Yalçın © 27

Hülya Yalçın © 28

Hülya Yalçın © 28

Well, there also -Fourier Transform -Discrete Fourier Transform - etc How all these things

Well, there also -Fourier Transform -Discrete Fourier Transform - etc How all these things are related? Hülya Yalçın © 29

Hülya Yalçın © 30

Hülya Yalçın © 30

Hülya Yalçın © 31

Hülya Yalçın © 31

Hülya Yalçın © 32

Hülya Yalçın © 32

Hülya Yalçın © 33

Hülya Yalçın © 33

Hülya Yalçın © 34

Hülya Yalçın © 34

Hülya Yalçın © 35

Hülya Yalçın © 35

Hülya Yalçın © 36

Hülya Yalçın © 36

Hülya Yalçın © 37

Hülya Yalçın © 37

Hülya Yalçın © 38

Hülya Yalçın © 38

Going from Fourier Series to Fourier Transform Hülya Yalçın © 39

Going from Fourier Series to Fourier Transform Hülya Yalçın © 39

Hülya Yalçın © 40

Hülya Yalçın © 40

Hülya Yalçın © 41

Hülya Yalçın © 41

Hülya Yalçın © 42

Hülya Yalçın © 42

Hülya Yalçın © 43

Hülya Yalçın © 43

Hülya Yalçın © 44

Hülya Yalçın © 44

Hülya Yalçın © 45

Hülya Yalçın © 45

Hülya Yalçın © 46

Hülya Yalçın © 46

Hülya Yalçın © 47

Hülya Yalçın © 47

Hülya Yalçın © 48

Hülya Yalçın © 48

Hülya Yalçın © 49

Hülya Yalçın © 49

Hülya Yalçın © 50

Hülya Yalçın © 50

Hülya Yalçın © 51

Hülya Yalçın © 51

Hülya Yalçın © 52

Hülya Yalçın © 52

Hülya Yalçın © 53

Hülya Yalçın © 53

Hülya Yalçın © 54

Hülya Yalçın © 54

Hülya Yalçın © 55

Hülya Yalçın © 55

Hülya Yalçın © 56

Hülya Yalçın © 56

Famous Fourier Transforms Sine wave Delta function

Famous Fourier Transforms Sine wave Delta function

Famous Fourier Transforms Gaussian

Famous Fourier Transforms Gaussian

Famous Fourier Transforms Sinc function Square wave

Famous Fourier Transforms Sinc function Square wave

Famous Fourier Transforms Sinc function Square wave

Famous Fourier Transforms Sinc function Square wave

Famous Fourier Transforms Exponential Lorentzian

Famous Fourier Transforms Exponential Lorentzian

FFT of FID

FFT of FID

FFT of FID

FFT of FID

FFT of FID

FFT of FID

Effect of changing sample rate

Effect of changing sample rate

Effect of changing sample rate

Effect of changing sample rate

Effect of changing sample rate Lowering the sample rate: Reduces the Nyquist frequency, which

Effect of changing sample rate Lowering the sample rate: Reduces the Nyquist frequency, which Reduces the maximum measurable frequency Does not affect the frequency resolution

Effect of changing sampling duration

Effect of changing sampling duration

Effect of changing sampling duration

Effect of changing sampling duration

Effect of changing sampling duration Reducing the sampling duration: Lowers the frequency resolution Does

Effect of changing sampling duration Reducing the sampling duration: Lowers the frequency resolution Does not affect the range of frequencies you can measure

Effect of changing sampling duration

Effect of changing sampling duration

Effect of changing sampling duration

Effect of changing sampling duration

Measuring multiple frequencies

Measuring multiple frequencies

Measuring multiple frequencies

Measuring multiple frequencies

Trigonometric Fourier series: example Hülya Yalçın © 75

Trigonometric Fourier series: example Hülya Yalçın © 75

Complex Exponential Fourier Series Hülya Yalçın © 76

Complex Exponential Fourier Series Hülya Yalçın © 76

Complex Exponential Fourier Series Hülya Yalçın © 77

Complex Exponential Fourier Series Hülya Yalçın © 77

Symmetry Properties for real signals Hülya Yalçın © 78

Symmetry Properties for real signals Hülya Yalçın © 78

Amplitude and phase spectra Hülya Yalçın © 79

Amplitude and phase spectra Hülya Yalçın © 79

Fourier Transform Hülya Yalçın © 80

Fourier Transform Hülya Yalçın © 80

Recap: Fourier Series Hülya Yalçın © 81

Recap: Fourier Series Hülya Yalçın © 81

Spectral content of aperiodic signals: the Fourier transform Hülya Yalçın © 82

Spectral content of aperiodic signals: the Fourier transform Hülya Yalçın © 82

Example: rectangular pulse Hülya Yalçın © 83

Example: rectangular pulse Hülya Yalçın © 83

Inverse Fourier Transform Hülya Yalçın © 84

Inverse Fourier Transform Hülya Yalçın © 84

Hülya Yalçın © 85

Hülya Yalçın © 85

Properties of Fourier Transform Hülya Yalçın © 86

Properties of Fourier Transform Hülya Yalçın © 86

Properties of Fourier Transform: Linearity Hülya Yalçın © 87

Properties of Fourier Transform: Linearity Hülya Yalçın © 87

Properties of Fourier Transform: Time-shift Hülya Yalçın © 88

Properties of Fourier Transform: Time-shift Hülya Yalçın © 88

Multiplication by a complex exponential Multiplication by a cosine Hülya Yalçın © 89

Multiplication by a complex exponential Multiplication by a cosine Hülya Yalçın © 89

Convolution in time-domain Hülya Yalçın © 90

Convolution in time-domain Hülya Yalçın © 90

Parseval’s Theorem Hülya Yalçın © 91

Parseval’s Theorem Hülya Yalçın © 91

Duality Example Hülya Yalçın © 92

Duality Example Hülya Yalçın © 92

Generalized Fourier Transform Hülya Yalçın © 93

Generalized Fourier Transform Hülya Yalçın © 93

Fourier Transform of cosine Hülya Yalçın © 94

Fourier Transform of cosine Hülya Yalçın © 94

Fourier transform of a periodic signal Hülya Yalçın © 95

Fourier transform of a periodic signal Hülya Yalçın © 95

Bandlimited and timelimited signals Hülya Yalçın © 96

Bandlimited and timelimited signals Hülya Yalçın © 96

Frequency response of LTI systems Hülya Yalçın © 97

Frequency response of LTI systems Hülya Yalçın © 97

Hülya Yalçın © 98

Hülya Yalçın © 98

Hülya Yalçın © 99

Hülya Yalçın © 99

Hülya Yalçın © 100

Hülya Yalçın © 100

Hülya Yalçın © 101

Hülya Yalçın © 101

Hülya Yalçın © 102

Hülya Yalçın © 102

Hülya Yalçın © 103

Hülya Yalçın © 103

Hülya Yalçın © 104

Hülya Yalçın © 104

Hülya Yalçın © 105

Hülya Yalçın © 105

Some useful links http: //www. falstad. com/fourier/ Fourier series java applet http: //www. jhu.

Some useful links http: //www. falstad. com/fourier/ Fourier series java applet http: //www. jhu. edu/~signals/ Collection of demonstrations about digital signal processing http: //www. ni. com/events/tutorials/campus. htm FFT tutorial from National Instruments http: //www. cf. ac. uk/psych/Culling. J/dictionary. html Dictionary of DSP terms http: //jchemed. chem. wisc. edu/JCEWWW/Features/Mcad. In. Chem/mcad 0 08/FT 4 Free. Ind. Decay. pdf Mathcad tutorial for exploring Fourier transforms of free-induction decay Hülya Yalçın © 106

Review: vectors Hülya Yalçın © 107

Review: vectors Hülya Yalçın © 107

Vector Spaces Hülya Yalçın © 108

Vector Spaces Hülya Yalçın © 108

Signal Spaces Hülya Yalçın © 109

Signal Spaces Hülya Yalçın © 109

The space of periodic signals Hülya Yalçın © 110

The space of periodic signals Hülya Yalçın © 110

Complete orthonormal sets of functions Hülya Yalçın © 111

Complete orthonormal sets of functions Hülya Yalçın © 111

Fourier Series Hülya Yalçın © 112

Fourier Series Hülya Yalçın © 112

Fourier Coefficients Hülya Yalçın © 113

Fourier Coefficients Hülya Yalçın © 113

Convergence of Fourier Series Hülya Yalçın © 114

Convergence of Fourier Series Hülya Yalçın © 114

Trigonometric Fourier Series Hülya Yalçın © 115

Trigonometric Fourier Series Hülya Yalçın © 115

Trigonometric Fourier Series Hülya Yalçın © 116

Trigonometric Fourier Series Hülya Yalçın © 116

Trigonometric Fourier Series Hülya Yalçın © 117

Trigonometric Fourier Series Hülya Yalçın © 117

Symmetry Properties Hülya Yalçın © 118

Symmetry Properties Hülya Yalçın © 118

Trigonometric Fourier series: example Hülya Yalçın © 119

Trigonometric Fourier series: example Hülya Yalçın © 119