(New page: <br> Audio Signal Processing with Down-sampler and LPF Investigate <br>Abstract <br>This document is investigating the effectiveness of a LPF, (low-pass-filter) when down-sampling. W...)
 
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<br>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.<br>Introduction  
 
<br>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.<br>Introduction  
  
<br>Formally, down-sampling can be written as
+
<br>Formally, down-sampling can be written as  
  
<br>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;'''&nbsp;y[n]=x[Mn]'''
+
<br>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;'''&nbsp;y[n]=x[Mn]'''  
  
 
<br>In the frequency domain, we will have  
 
<br>In the frequency domain, we will have  
  
 +
<br>
  
 +
[[Image:Dsamplef.png]]
 +
 +
The following figure could illustrate the reason of aliasing in down-sampling.
 +
 +
This Figure is done by Phil Schniter.
 +
 +
[[Image:Dsample.png]]
  
 
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Revision as of 23:34, 8 November 2011


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


Dsamplef.png

The following figure could illustrate the reason of aliasing in down-sampling.

This Figure is done by Phil Schniter.

Dsample.png



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Sees the importance of signal filtering in medical imaging

Dhruv Lamba, BSEE2010