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FIR Filter Designs for Sampling Rate Conversion 519<br />

4<br />

Amplitude Response<br />

Amplitude<br />

0<br />

0 0.2 0.275 1<br />

Frequency in π units<br />

Log–magnitude Response<br />

0<br />

Decibels<br />

−40<br />

−60<br />

0 0.2 0.275<br />

Frequency in π units<br />

1<br />

FIGURE 9.29 The filter design plots in Example 9.16<br />

9.5.6 FIR FILTERS WITH MULTIPLE STOPBANDS<br />

We now discuss the use of multiple stopbands in the design of FIR integer<br />

interpolators when the low sampling rate is more than two times<br />

that required. Let us refer back to the Figure 9.22b on page 506, which<br />

illustrates a typical spectrum V (ω) ininteger interpolators. We could<br />

use a lowpass filter with multiple stopbands of bandwidth ω s /I centered<br />

at 2πk/I for k ≠ 0. For I = 4, such a spectrum is shown in<br />

Figure 9.30(a), and the corresponding filter specifications are shown in<br />

Figure 9.30b.<br />

Clearly, these filter specifications differ from those given in (9.52) on<br />

page 506 in that the stopband is no longer one contiguous interval. Now<br />

if ω s π/2,<br />

the single-band lowpass filter specification (9.52) is easier and works as<br />

well.<br />

Similar advantages can be obtained for FIR integer decimators. We<br />

again find that we can substitute a multiple stopband lowpass filter for the<br />

single stopband design given in (9.57). With reference to the signal specifications<br />

on page 513, we note that only part of the bands [π/D, 3π/D],<br />

[3π/D, 5π/D], ...etc. will get aliased into [−ω s , +ω s ]. Therefore, the multiple<br />

stopbands are given by [(2π/D) − ω s , (2π/D) +ω s ], [(4π/D) − ω s ,<br />

(4π/D)+ω s ], etc., centered at 2πk/D, k ≠0.Once again there are practical<br />

advantages when ω s

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