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author Daniele Nicolodi <nicolodi@science.unitn.it>
date Wed, 23 Nov 2011 19:22:13 +0100
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1 <!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN"
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2 "http://www.w3.org/TR/1999/REC-html401-19991224/loose.dtd">
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3
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4 <html lang="en">
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5 <head>
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6 <meta name="generator" content=
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7 "HTML Tidy for Mac OS X (vers 1st December 2004), see www.w3.org">
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8 <meta http-equiv="Content-Type" content=
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9 "text/html; charset=us-ascii">
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10
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11 <title>Split and join AOs (LTPDA Toolbox)</title>
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12 <link rel="stylesheet" href="docstyle.css" type="text/css">
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13 <meta name="generator" content="DocBook XSL Stylesheets V1.52.2">
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14 <meta name="description" content=
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15 "Presents an overview of the features, system requirements, and starting the toolbox.">
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16 </head>
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17
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18 <body>
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19 <a name="top_of_page" id="top_of_page"></a>
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20
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21 <p style="font-size:1px;">&nbsp;</p>
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22
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23 <table class="nav" summary="Navigation aid" border="0" width=
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24 "100%" cellpadding="0" cellspacing="0">
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25 <tr>
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26 <td valign="baseline"><b>LTPDA Toolbox</b></td><td><a href="../helptoc.html">contents</a></td>
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27
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28 <td valign="baseline" align="right"><a href=
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29 "ltpda_training_topic_2_7.html"><img src="b_prev.gif" border="0" align=
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30 "bottom" alt="Select and find data from an AO"></a>&nbsp;&nbsp;&nbsp;<a href=
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31 "ltpda_training_topic_2_9.html"><img src="b_next.gif" border="0" align=
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32 "bottom" alt="IFO/Temperature Example - Pre-processing"></a></td>
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33 </tr>
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34 </table>
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35
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36 <h1 class="title"><a name="f3-12899" id="f3-12899"></a>Split and join AOs</h1>
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37 <hr>
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38
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39 <p>
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40 <p>
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41 You can split the data inside an AO to produce one or more output AOs. The <tt>ao/split</tt> method
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42 splits an AO by samples, times (if the AO contains time series data), frequencies (if the AO contains
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43 frequency data), intervals, or a number of pieces. We can control this as usual by defining our parameters.
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44 </p>
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45 <h2>Split by times</h2>
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46 <p>
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47 Let us create a new time series AO for these examples.
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48 </p>
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49 <div class="fragment"><pre>
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50 pl = plist(<span class="string">'name'</span>, <span class="string">'None'</span>, <span class="string">'nsecs'</span>, 10, <span class="string">'fs'</span>, 1000, <span class="string">'tsfcn'</span>, <span class="string">'sin(2*pi*7.433*t) + randn(size(t))'</span>,<span class="string">'yunits'</span>,<span class="string">'V'</span>);
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51 a = ao(pl);
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52 </pre></div>
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53 <p>
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54 For splitting in time we need to define a time vector for the parameter list and pass it to <tt>ao/split</tt>
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55 </p>
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56 <div class="fragment"><pre>
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57 pl_time = plist(<span class="string">'times'</span>, [2 3]);
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58 a_time = split(a, pl_time);
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59 iplot(a, a_time)
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60 </pre></div>
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61 <img src="images/ltpda_training_1/topic2/split_times.png" alt="split" border="1">
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62
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63 <h2>Split by frequencies</h2>
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64 <p>
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65 For this we need a frequency data AO. One easy way to get this is by computing the power spectrum using <tt>ao/psd</tt>.
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66 </p>
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67 <div class="fragment"><pre>
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68 axx = a.psd;
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69 </pre></div>
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70 <p>
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71 Again we need a vector for the parameter list and pass it to <tt>ao/split</tt>
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72 </p>
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73
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74 <div class="fragment"><pre>
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75 pl_freq = plist(<span class="string">'frequencies'</span>, [10 100]);
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76 axx_freq = split(axx, pl_freq);
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77 iplot(axx, axx_freq)
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78 </pre></div>
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79 <img src="images/ltpda_training_1/topic2/split_freq.png" alt="split" border="1">
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80
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81 <h2>Split by intervals</h2>
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82 <p>
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83 We can also split the AO by passing a time interval to the <tt>ao/split</tt> method.
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84 </p>
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85
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86 <div class="fragment"><pre>
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87 pl_interv = plist(<span class="string">'start_time'</span>, 4, <span class="string">'end_time'</span>, 6);
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88 a_interv= split(a, pl_interv);
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89 iplot(a, a_interv)
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90 </pre></div>
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91 <img src="images/ltpda_training_1/topic2/split_interv.png" alt="split_interv" border="1">
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92
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93 <h2>Split by samples</h2>
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94 <p>
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95 This type of splitting method we can use on any type of data. Let us use the frequency type, <tt>axx</tt>.
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96 </p>
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97 <p>
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98 Again we need a vector for the parameter list and pass it to <tt>ao/split</tt>,
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99 only that this time we will split our AO in to two parts.
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100 </p>
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101
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102 <div class="fragment"><pre>
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103 pl_samp = plist(<span class="string">'samples'</span>, [50 100 101 300]);
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104 [axx_samp1 axx_samp2]= split(axx, pl_samp)
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105 iplot(axx, axx_samp1, axx_samp2)
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106 </pre></div>
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107 <img src="images/ltpda_training_1/topic2/split_samp.png" alt="split_samp" border="1">
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108 <p>
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109 Although in this example the two resulting AOs are contiguous, they need not to be.
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110 </p>
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111 <h2>Join AOs</h2>
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112 <p>
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113 We can join our two AOs back together using <tt>ao/join</tt>
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114 </p>
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115 <div class="fragment"><pre>
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116 axx_join = join(axx_samp1, axx_samp2);
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117 iplot(axx, axx_join)
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118 </pre></div>
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119 <img src="images/ltpda_training_1/topic2/split_join.png" alt="split_join" border="1">
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120 <p>
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121 If we look at the history for <tt>axx_join</tt> (for instance, by entering <tt>dotview(axx_join.hist)</tt>), we will see the following:
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122 </p>
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123 <img src="images/ltpda_training_1/topic2/split_join_hist.png" alt="Split/join history" width="800px" border="1">
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124 <p>
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125 Since the two AOs that are output from the 'split by samples' stage are independent, the history
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126 tree reflects this, showing two independent branches leading to the <tt>join</tt> step.
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127 </p>
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128
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129
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130 </p>
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131
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132 <br>
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133 <br>
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134 <table class="nav" summary="Navigation aid" border="0" width=
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135 "100%" cellpadding="0" cellspacing="0">
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136 <tr valign="top">
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137 <td align="left" width="20"><a href="ltpda_training_topic_2_7.html"><img src=
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138 "b_prev.gif" border="0" align="bottom" alt=
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139 "Select and find data from an AO"></a>&nbsp;</td>
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140
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141 <td align="left">Select and find data from an AO</td>
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142
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143 <td>&nbsp;</td>
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144
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145 <td align="right">IFO/Temperature Example - Pre-processing</td>
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146
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147 <td align="right" width="20"><a href=
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148 "ltpda_training_topic_2_9.html"><img src="b_next.gif" border="0" align=
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149 "bottom" alt="IFO/Temperature Example - Pre-processing"></a></td>
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150 </tr>
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Daniele Nicolodi <nicolodi@science.unitn.it>
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151 </table><br>
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152
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153 <p class="copy">&copy;LTP Team</p>
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154 </body>
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