Audio Signal Processing with Down-sampler and LPF Investigate
Abstract
This document is investigating the effectiveness of a LPF, (low-pass-filter) when down-sampling. We are going to down-sample various types of audio signals with down-samplers which have different down-sampling rate.
Introduction
Formally, down-sampling can be written as
y[n]=x[Mn]
In the frequency domain, we will have
The following figure could illustrate the reason of aliasing in down-sampling.
This Figure is done by Phil Schniter.
