t
( ) f t
1
Construct a diagram which displays amplitudeand frequencyof each sinusoid
Fourier Transform
frequency 3
T 3
T 2 T 2
T
1/ 2 1/ 4
1/ 2 1/ 4
1 T 1
T
2
T
2 T t Waveform defined From -∞ to+ ∞
Fourier Transform Synthesize a summation of sinusoids
which add to give the waveform
+ 6
T 6
T t
1 2
2
T
2 T t
1
Fourier Series
2008_Fourier Transform(2)
Basic Fourier Transform Analysis
Ex.) Fourier Transform of square wave function
t
( ) f t
1
Construct a diagram which displays amplitudeand frequencyof each sinusoid
Fourier Transform
frequency 3
T 3
T 2 T 2
T
1/ 2 1/ 4
1/ 2 1/ 4
1 T 1
T
2
T
2 T t Waveform defined From -∞ to+ ∞
Fourier Transform Synthesize a summation of sinusoids
which add to give the waveform
+ 6
T 6
T t
1 2
2
T
2 T t
1
Fourier Series
Fourier Series
( ) n in t p /
n
f t c e
1 /
2 ( )
p in t p
n p
c f t e dt
p
2008_Fourier Transform(2)
Basic Fourier Transform Analysis
Ex.) Fourier Transform of square wave function
ˆ( ) f t
( ) f t
1
Construct a diagram which displays amplitudeand frequencyof each sinusoid
Fourier Transform
frequency 3
T 3
T 2 T 2
T
1/ 2 1/ 4
1/ 2 1/ 4
1 T 1
T
2
T
2 T t Waveform defined From -∞ to+ ∞
Fourier Transform Synthesize a summation of sinusoids
which add to give the waveform
+ 6
T 6
T t
1 2
2
T
2 T t
1
Fourier Series
Fourier Series
( ) n in t p /
n
f t c e
1 /
2 ( )
p in t p
n p
c f t e dt
p
2008_Fourier Transform(2)
Basic Fourier Transform Analysis
Ex.) Fourier Transform of square wave function
ˆ( ) f t
( ) f t
1
t
ˆ( ) f
2
T
2 T t Waveform defined From -∞ to+ ∞
Fourier Transform Synthesize a summation of sinusoids
which add to give the waveform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
+ 6
T 6
T t
1 2
2
T
2 T t
1
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T Fourier Transform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T
Fourier Series
( ) n in t p /
n
f t c e
1 /
2 ( )
p in t p
n p
c f t e dt
p
2008_Fourier Transform(2)
Basic Fourier Transform Analysis
Ex.) Fourier Transform of square wave function
ˆ( ) f t
( ) f t
1
t
ˆ( ) f
cos(2 f t
0)
2
T
2 T t Waveform defined From -∞ to+ ∞
Fourier Transform Synthesize a summation of sinusoids
which add to give the waveform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
+ 6
T 6
T t
1 2
2
T
2 T t
1
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T Fourier Transform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T
Fourier Series
( ) n in t p /
n
f t c e
1 /
2 ( )
p in t p
n p
c f t e dt
p
2008_Fourier Transform(2)
Basic Fourier Transform Analysis
Ex.) Fourier Transform of square wave function
ˆ( ) f t
( ) f t
1
t
0
1 cos(6 ) 3 f t
ˆ( ) f
cos(2 f t
0)
2
T
2 T t Waveform defined From -∞ to+ ∞
Fourier Transform Synthesize a summation of sinusoids
which add to give the waveform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
+ 6
T 6
T t
1 2
2
T
2 T t
1
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T Fourier Transform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T
Fourier Series
( ) n in t p /
n
f t c e
1 /
2 ( )
p in t p
n p
c f t e dt
p
2008_Fourier Transform(2)
Basic Fourier Transform Analysis
Ex.) Fourier Transform of square wave function
ˆ( ) f t
( ) f t
1
t
0
1 cos(6 ) 3 f t
ˆ( ) f
cos(2 f t
0)
1 ( ) s t
2
T
2 T t Waveform defined From -∞ to+ ∞
Fourier Transform Synthesize a summation of sinusoids
which add to give the waveform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
+ 6
T 6
T t
1 2
2
T
2 T t
1
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T Fourier Transform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T
Fourier Series
( ) n in t p /
n
f t c e
1 /
2 ( )
p in t p
n p
c f t e dt
p
2008_Fourier Transform(2)
Basic Fourier Transform Analysis
Ex.) Fourier Transform of square wave function
ˆ( ) f t
( ) f t
1
t
0
1 cos(6 ) 3 f t
ˆ( ) f
1/ 2 1/ 2
f0
f0
cos(2 f t
0)
1 ( ) s t
2
T
2 T t Waveform defined From -∞ to+ ∞
Fourier Transform Synthesize a summation of sinusoids
which add to give the waveform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
+ 6
T 6
T t
1 2
2
T
2 T t
1
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T Fourier Transform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T
Fourier Series
( ) n in t p /
n
f t c e
1 /
2 ( )
p in t p
n p
c f t e dt
p
2008_Fourier Transform(2)
Basic Fourier Transform Analysis
Ex.) Fourier Transform of square wave function
ˆ( ) f t
( ) f t
1
t
0
1 cos(6 ) 3 f t
ˆ( ) f
1/ 2 1/ 2
1/ 6
1/ 6
f0
f0
cos(2 f t
0)
1 ( ) s t
2
T
2 T t Waveform defined From -∞ to+ ∞
Fourier Transform Synthesize a summation of sinusoids
which add to give the waveform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
+ 6
T 6
T t
1 2
2
T
2 T t
1
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T Fourier Transform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T
Fourier Series
( ) n in t p /
n
f t c e
1 /
2 ( )
p in t p
n p
c f t e dt
p
2008_Fourier Transform(2)
Basic Fourier Transform Analysis
Ex.) Fourier Transform of square wave function
ˆ( ) f t
( ) f t
1
t
0
1 cos(6 ) 3 f t
ˆ( ) f
1/ 2 1/ 2
1/ 6
1/ 6
f0
f0
1/ 2 1/ 2
1/ 6
1/ 6
f0
f0
cos(2 f t
0)
1 ( ) s t
2
T
2 T t Waveform defined From -∞ to+ ∞
Fourier Transform Synthesize a summation of sinusoids
which add to give the waveform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
+ 6
T 6
T t
1 2
2
T
2 T t
1
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T Fourier Transform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T
Fourier Series
( ) n in t p /
n
f t c e
1 /
2 ( )
p in t p
n p
c f t e dt
p
2008_Fourier Transform(2)
2
T
2 T t Waveform defined From -∞ to+ ∞
Fourier Transform Synthesize a summation of sinusoids
which add to give the waveform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
+ 6
T 6
T t
1 2
2
T
2 T t
1
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T Fourier Transform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T
Basic Fourier Transform Analysis
Ex.) Fourier Transform of square wave function
ˆ( ) f t
( ) f t
1
ˆ( ) f
1/ 2 1/ 2
1/ 6
1/ 6
f0
f0
t
0 0
cos(2 ) 1 cos(6 )
f t 3 f t
Fourier Series
( ) n in t p /
n
f t c e
1 /
2 ( )
p in t p
n p
c f t e dt
p
2008_Fourier Transform(2)
2
T
2 T t Waveform defined From -∞ to+ ∞
Fourier Transform Synthesize a summation of sinusoids
which add to give the waveform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
+ 6
T 6
T t
1 2
2
T
2 T t
1
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T Fourier Transform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T
Basic Fourier Transform Analysis
Ex.) Fourier Transform of square wave function
ˆ( ) f t
( ) f t
1
ˆ( ) f
1/ 2 1/ 2
1/ 6
1/ 6
f0
f0
t
0
1 cos(10 )
5 f t
0 0
cos(2 ) 1 cos(6 )
f t 3 f t
Fourier Series
( ) n in t p /
n
f t c e
1 /
2 ( )
p in t p
n p
c f t e dt
p
2008_Fourier Transform(2)
2
T
2 T t Waveform defined From -∞ to+ ∞
Fourier Transform Synthesize a summation of sinusoids
which add to give the waveform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
+ 6
T 6
T t
1 2
2
T
2 T t
1
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T Fourier Transform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T
Basic Fourier Transform Analysis
Ex.) Fourier Transform of square wave function
ˆ( ) f t
( ) f t
1
ˆ( ) f
1/ 2 1/ 2
1/ 6
1/ 6
f0
f0
t
0
1 cos(10 )
5 f t
2 ( )
s t
01
0cos(2 ) cos(6 )
f t 3 f t
Fourier Series
( ) n in t p /
n
f t c e
1 /
2 ( )
p in t p
n p
c f t e dt
p
2008_Fourier Transform(2)
2
T
2 T t Waveform defined From -∞ to+ ∞
Fourier Transform Synthesize a summation of sinusoids
which add to give the waveform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
+ 6
T 6
T t
1 2
2
T
2 T t
1
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T Fourier Transform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T
Basic Fourier Transform Analysis
Ex.) Fourier Transform of square wave function
ˆ( ) f t
( ) f t
1
ˆ( ) f
1/ 2 1/ 2
1/ 6
1/ 6
f0
f0
t
0
1 cos(10 )
5 f t
1/10 1/10
2 ( )
s t
01
0cos(2 ) cos(6 )
f t 3 f t
Fourier Series
( ) n in t p /
n
f t c e
1 /
2 ( )
p in t p
n p
c f t e dt
p
2008_Fourier Transform(2)
2
T
2 T t Waveform defined From -∞ to+ ∞
Fourier Transform Synthesize a summation of sinusoids
which add to give the waveform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
+ 6
T 6
T t
1 2
2
T
2 T t
1
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T Fourier Transform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T
Basic Fourier Transform Analysis
Ex.) Fourier Transform of square wave function
ˆ( ) f t
( ) f t
1
ˆ( ) f
1/ 2 1/ 2
1/ 6
1/ 6
f0
f0
t
0
1 cos(10 )
5 f t
1/10 1/10 1/10 1/10
2 ( )
s t
01
0cos(2 ) cos(6 )
f t 3 f t
Fourier Series
( ) n in t p /
n
f t c e
1 /
2 ( )
p in t p
n p
c f t e dt
p
2008_Fourier Transform(2)
2
T
2 T t Waveform defined From -∞ to+ ∞
Fourier Transform Synthesize a summation of sinusoids
which add to give the waveform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
+ 6
T 6
T t
1 2
2
T
2 T t
1
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T Fourier Transform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T
Basic Fourier Transform Analysis
Ex.) Fourier Transform of square wave function
ˆ( ) f t
( ) f t
1
ˆ( ) f
1/ 2 1/ 2
1/ 6
1/ 6
f0
f0
t
1/10 1/10
0 0 0
1 1
cos(2 ) cos(6 ) cos(10 )
3 5
f t f t f t
Fourier Series
( ) n in t p /
n
f t c e
1 /
2 ( )
p in t p
n p
c f t e dt
p
2008_Fourier Transform(2)
2
T
2 T t Waveform defined From -∞ to+ ∞
Fourier Transform Synthesize a summation of sinusoids
which add to give the waveform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
+ 6
T 6
T t
1 2
2
T
2 T t
1
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T Fourier Transform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T
Basic Fourier Transform Analysis
Ex.) Fourier Transform of square wave function
ˆ( ) f t
( ) f t
1
ˆ( ) f
1/ 2 1/ 2
1/ 6
1/ 6
f0
f0
t
0
1 cos(14 )
7 f t
1/10 1/10
0 0 0
1 1
cos(2 ) cos(6 ) cos(10 )
3 5
f t f t f t
Fourier Series
( ) n in t p /
n
f t c e
1 /
2 ( )
p in t p
n p
c f t e dt
p
2008_Fourier Transform(2)
2
T
2 T t Waveform defined From -∞ to+ ∞
Fourier Transform Synthesize a summation of sinusoids
which add to give the waveform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
+ 6
T 6
T t
1 2
2
T
2 T t
1
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T Fourier Transform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T
Basic Fourier Transform Analysis
Ex.) Fourier Transform of square wave function
ˆ( ) f t
( ) f t
1
ˆ( ) f
1/ 2 1/ 2
1/ 6
1/ 6
f0
f0
t
0
1 cos(14 )
7 f t
1/10 1/10
0 0 0
1 1
cos(2 ) cos(6 ) cos(10 )
3 5
f t f t f t
3 ( ) s t
Fourier Series
( ) n in t p /
n
f t c e
1 /
2 ( )
p in t p
n p
c f t e dt
p
2008_Fourier Transform(2)
2
T
2 T t Waveform defined From -∞ to+ ∞
Fourier Transform Synthesize a summation of sinusoids
which add to give the waveform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
+ 6
T 6
T t
1 2
2
T
2 T t
1
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T Fourier Transform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T
Basic Fourier Transform Analysis
Ex.) Fourier Transform of square wave function
ˆ( ) f t
( ) f t
1
ˆ( ) f
1/ 2 1/ 2
1/ 6
1/ 6
f0
f0
t
0
1 cos(14 )
7 f t
1/10 1/10
1/14
1/14
0 0 0
1 1
cos(2 ) cos(6 ) cos(10 )
3 5
f t f t f t
3 ( ) s t
Fourier Series
( ) n in t p /
n
f t c e
1 /
2 ( )
p in t p
n p
c f t e dt
p
2008_Fourier Transform(2)
2
T
2 T t Waveform defined From -∞ to+ ∞
Fourier Transform Synthesize a summation of sinusoids
which add to give the waveform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
+ 6
T 6
T t
1 2
2
T
2 T t
1
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T Fourier Transform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T
Basic Fourier Transform Analysis
Ex.) Fourier Transform of square wave function
ˆ( ) f t
( ) f t
1
ˆ( ) f
1/ 2 1/ 2
1/ 6
1/ 6
f0
f0
t
0
1 cos(14 )
7 f t
1/10 1/10
1/14
1/14
1/14
1/14
0 0 0
1 1
cos(2 ) cos(6 ) cos(10 )
3 5
f t f t f t
3 ( ) s t
Fourier Series
( ) n in t p /
n
f t c e
1 /
2 ( )
p in t p
n p
c f t e dt
p
2008_Fourier Transform(2)
2
T
2 T t Waveform defined From -∞ to+ ∞
Fourier Transform Synthesize a summation of sinusoids
which add to give the waveform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
+ 6
T 6
T t
1 2
2
T
2 T t
1
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T Fourier Transform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T
Basic Fourier Transform Analysis
Ex.) Fourier Transform of square wave function
ˆ( ) f t
( ) f t
1
1/ 2 1/ 21/ 6
1/ 6
f0
f0
0 0 0 0
1 1 1
( ) ( ) cos(2 ) cos(6 ) cos(10 ) cos(14 )
3 5 7
s t s t
f t f t f t f t
1/10 1/10
1/14
1/14 1/18 1/18
Fourier Series
( ) n in t p /
n
f t c e
1 /
2 ( )
p in t p
n p
c f t e dt
p
2008_Fourier Transform(2)
2
T
2 T t Waveform defined From -∞ to+ ∞
Fourier Transform Synthesize a summation of sinusoids
which add to give the waveform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
+ 6
T 6
T t
1 2
2
T
2 T t
1
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T Fourier Transform
Construct a diagram which displays amplitudeand frequencyof each sinusoid
Fourier Transform
frequency 3
T 3
T 2 T 2
T 1/ 2
1/ 4
1/ 2
1/ 4
1 T 1
T
Basic Fourier Transform Analysis
Ex.) Fourier Transform of square wave function
ˆ( ) f t
( ) f t
1
1/ 2 1/ 21/ 6
1/ 6
f0
f0
0 0 0 0
1 1 1
( ) ( ) cos(2 ) cos(6 ) cos(10 ) cos(14 )
3 5 7
s t s t
f t f t f t f t
1/10 1/10
1/14
1/14 1/18 1/18