Frequency Response of Linear Interpolation
Since linear interpolation can be expressed as a convolution of the samples with a triangular pulse, we can derive the frequency response of linear interpolation. Figure 4.7 indicates that the triangular pulse serves as an anti-aliasing lowpass filter for the subsequent downsampling by . Therefore, it should ideally ``cut off'' all frequencies higher than .
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Convolution Interpretation