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3.7 Selection of Sample Frequency                                     67
























                              Figure 3.3 Aliasing because of under sampling




                 Generally, the analog
             signal must be bandlim-
             ited and the sample rate
             must be larger than twice
             the bandwidth. However, if
             the analog signal is band-
             pass filtered before the
             sampling, then the sam-
             pling frequency may be as
             low as twice the signal
             bandwidth [15, 29]. The
             bandlimit restriction need
             not be satisfied if the infor-
             mation contained in the
             digital signal is to be
             reduced by subsequent
             digital filtering.
                                            Figure 3.4 Aliasing of non-bandlimited signal



             3.7 SELECTION OF SAMPLE FREQUENCY


             In this section we will discuss
             selection of sampling frequency.
             To ensure that the analog signal
             is bandlimited, it is necessary to
             use an anti-aliasing filter before
             the sample-and-hold   circuit
             (S&H) as shown in Figure 3.5. A    Figure 3.5 Analog-to-digital conversion
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