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AN2182 Fiches technique(PDF) 7 Page - STMicroelectronics

No de pièce AN2182
Description  Filters using the ST10 DSP library
PDF  18 Pages
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Fabricant  STMICROELECTRONICS [STMicroelectronics]
Site Internet  http://www.st.com
Logo STMICROELECTRONICS - STMicroelectronics

AN2182 Fiches technique(HTML) 7 Page - STMicroelectronics

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AN2182
Low-pass filter
7/18
Figure 3.
Ideal low-pass filter impulse response
Two issues can be observed at this stage:
First, the filter length is infinite. This means that in order to have the ideal low-pass filter, an
infinite number of filter coefficients is required. In practice, this cannot be done because of the
calculation complexity. To solve this feasibility problem, the filter’s impulse response should be
truncated by a known window. In this application note, we will truncate this response using a
rectangular window.
Truncating the filter’s impulse response, however, changes the ideal rectangular response;
more fluctuations are observed in the pass band. In order to reduce this effect, the FIR’s
coefficients’ numbers can be increased.
Figure 4.
Effect of truncating the ideal impulse with a rectangular window
In the following sections, we will note:
●
W is the window’s time response
●
N the number of coefficients included in the window W. This means that the window’s
length is (N–1)Ts. The window should be large enough to include at least the first lobe of
the sinus cardinal.
Second, the truncated response is finite but not causal because there are non-null coefficients
on the negative time axis. This means that the filter reacts before being excited by the input
signal. Practically, this filter is not feasible. To solve this issue, we will shift the filter’s impulse
response by (N–1)Ts/2. By doing so, all coefficients on the negative time axis are 0 and the filter
becomes feasible.
The impact of shifting the filter’s time response is a phase shift of
in the
frequency domain.
h(k/2Fc) = 0
k>=1
h(0)= 2Fc
h(kTs)
Fc
-Fc
0
1
Frequency
Frequency domain
Time domain
Time
W(n)
N1
–
() π
f
F
s
------
⋅⋅



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