Digital Signal Processing Reference
In-Depth Information
Note that although the Fourier series reveals the frequency content of the signal,
it is not strictly speaking a frequency transform as the representation is still in
the time domain.
Trigonometric Fourier Series
If x(t) is a periodic signal with fundamental period T
o
, then it can be expanded as
follows:
x
ð
t
Þ¼
a
o
þ
a
1
cos
ð
x
o
t
Þþ
a
2
cos
ð
2x
o
t
Þþþ
b
1
sin
ð
x
o
t
Þþ
b
2
sin
ð
2x
o
t
Þþ
¼
a
o
þ
X
1
½
a
n
cos
ð
x
n
t
Þþ
b
n
sin
ð
x
n
t
Þ;
n
¼
1
ð
1
:
8
Þ
where x
o
¼
2pf
o
¼
2
T
o
, and:
Z
T
o
a
o
¼
1
T
o
x
ð
t
Þ
dt
; ð
the constant term
Þ
ð
1
:
9
Þ
0
Z
T
o
a
n
¼
2
T
o
x
ð
t
Þ
cos
ð
nx
o
t
Þ
dt
;
ð
1
:
10
Þ
0
Z
T
o
b
n
¼
2
T
o
x
ð
t
Þ
sin
ð
nx
o
t
Þ
dt
:
ð
1
:
11
Þ
0
Special Cases
1. If x(t) is odd, then x(t)cos(nx
o
t) is odd, hence a
o
= a
n
= 0, and the Fourier
series is a series of sines without a constant (zero frequency) term.
2. If x(t) is even, then x(t)sin(nx
o
t) is odd, hence, b
n
= 0 and the Fourier series is
a series of cosines.
Example Consider the signals x(t) and s(t) depicted in Fig.
1.11
. The signal
x(t) - 1/2 is odd, so one can use results related to odd functions in deducing the
Fourier series. The signal s(t) is even. The fundamental period of both signals is
T
o
= 2. Using the formulae in (
1.9
)-(
1.11
), the Fourier series of these two signals
are found to be:
;
x
ð
t
Þ¼
1
2
þ
2
sin
ð
x
o
t
Þþ
1
3
sin
ð
3x
o
t
Þþ
1
5
sin
ð
5x
o
t
Þþ
ð
1
:
12
Þ
p
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