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zeros, 4E
¨ ' §¦¥ ) © ' ) ¤ 3© ) ) ) ) &
§
"
" 4" X
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D) " 4" AD0'
© The new time series is an points time series with a DFT given by (3.21)
BE )
& 4
& 5
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4" " A' § 7 ) © D5 dcX ' % © § © D5 dcX ' % ¨ © § ¤ e
e The sampling interval of the frequency axis is now 3
" 1 4 3 §0
1 ¢$¢ In general, the trick of zero padding is used to oversample the frequency axis at the
time of plotting the DFT. It is also important to pad with zeros at the time of performing
discrete convolution using the DFT. CHAPTER 3. DISCRETE FOURIER TRANSFORM 66 0.4 x 0.2
0
−0.2 0 5 10 15
n 20 25 30 Real[Xk] 1
0.5
0 −0.5 0 1 2 3 0 1 2 3 ω [rad] 4 5 6 7 4 5 6 7 Imag[Xk] 2
1
0 −1
−2 ω [rad] Figure 3.1: A time series and the real and imaginary parts of the DFT. Note that freq. axis
is given in radians 1)
¥ 3 2A' ¡ In Figures (3.1) and (3.2) we portray the effect of padding a time series. In Figu...
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 Winter '12
 Sacchi
 Digital Signal Processing, DFT

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