diff m-toolbox/html_help/help/ug/downsample_content.html @ 0:f0afece42f48

Import.
author Daniele Nicolodi <nicolodi@science.unitn.it>
date Wed, 23 Nov 2011 19:22:13 +0100
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+<h2>Description</h2>
+<p>
+  Downsampling is the process of reducing the sampling rate of a signal. <a href="matlab:doc('ao/downsample')"><tt>Downsample</tt></a> 
+  reduces the sampling rate of the input AOs by an integer factor by picking up one out of N samples. 
+  Note that no anti-aliasing filter is applied to the original data. Moreover, a <tt>offset</tt> can be 
+  specified, i.e., the sample at which the output data starts ---see examples below.
+</p>
+<h2>Syntax</h2>
+<div class="fragment"><pre>
+    <br>
+    b = downsample(a, pl)
+  </pre>
+</div>
+<h2>Parameters</h2>
+<p>  The following parameters can be set in this method:
+  <ul>
+    <li> <tt>factor</tt> - decimation factor [by default is 1: no downsampling] (must be an integer) </li>
+    <li> <tt>offset</tt> - sample offset for decimation </li>
+  </ul>
+</p>
+<p>
+  <h2>Examples</h2>
+</p>
+<p>
+  1. Downsampling a sequence of random data at original sampling rate of 10 Hz by a factor of 4 (<tt>fsout</tt> = 2.5 Hz) and no <tt>offset</tt>.
+</p>
+<div class="fragment"><pre>
+    <br>
+    <span class="comment">% create an AO of random data with fs = 10 Hz</span>
+    pl      = plist(<span class="string">'tsfcn'</span>, <span class="string">'randn(size(t))'</span>,<span class="string">'fs'</span>,10,<span class="string">'nsecs'</span>,10,<span class="string">'yunits'</span>,<span class="string">'m'</span>);
+    x       = ao(pl)
+    pl_down = plist(<span class="string">'factor'</span>, 4);     <span class="comment">% add the decimation factor</span>
+    y       = downsample(x, pl_down); <span class="comment">% downsample the input AO, x</span>
+    iplot(x, y)
+  </pre>
+</div>
+
+<img src="images/downsample1.png" alt="Downsample" border="0">
+
+<p>
+  2. Downsampling a sequence of random data at original sampling rate of 10 Hz by a factor of 4 (<tt>fsout</tt> = 2.5 Hz) and <tt>offset</tt> = 10.
+</p>
+<div class="fragment"><pre>
+    <br>
+    <span class="comment">% create an AO of random data with fs = 10 Hz</span>
+    pl         = plist(<span class="string">'tsfcn'</span>, <span class="string">'randn(size(t))'</span>,<span class="string">'fs'</span>,10,<span class="string">'nsecs'</span>,10,<span class="string">'yunits'</span>,<span class="string">'m'</span>);
+    x          = ao(pl)
+    pl_downoff = plist(<span class="string">'factor'</span>, 4,<span class="string">'offset'</span>,10);  <span class="comment">% add the decimation factor and the offset parameter</span>
+    y          = downsample(x, pl_downoff);       <span class="comment">% downsample the input AO, x</span>
+    iplot(x, y)
+  </pre>
+</div>
+
+<img src="images/downsample2.png" alt="Downsample" border="0">