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author Daniele Nicolodi <nicolodi@science.unitn.it>
date Mon, 05 Dec 2011 16:20:06 +0100 (2011-12-05)
parents f0afece42f48
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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>Constructing AOs from data files (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_1_5.html"><img src="b_prev.gif" border="0" align=
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30 "bottom" alt="Saving and loading AOs"></a>&nbsp;&nbsp;&nbsp;<a href=
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31 "ltpda_training_topic_1_7.html"><img src="b_next.gif" border="0" align=
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32 "bottom" alt="Writing LTPDA scripts"></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>Constructing AOs from data files</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 build AOs from existing ASCII data files. Various formats are supported,
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42 for example, multiple columns, files containing comments.
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43 </p>
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44 <br>
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45 <h2>Install the data pack</h2>
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46 <br>
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47 <p>
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48 The data-pack for this training session should be downloaded from the <a href="http://www.lisa.aei-hannover.de/ltpda/training_sessions/training_session_1/training_session_1.html">LTPDA web-site</a>.
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49 The zip file will expand to a top-level directory. This should contain sub-directories
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50 for each topic of the training session.
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51 </p>
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52 <p>
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53 The rest of the tutorial will assume that you have changed directories in MATLAB
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54 to the data-pack directory so that filenames are relative to that directory. To
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55 change the working directory of MATLAB, either use the MATLAB interface
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56 or type
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57 </p>
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58 <div class="fragment"><pre>
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59 cd /path/to/my/data/pack
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60 </pre></div>
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61 <br>
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62 <h2>Create an AO from a simple ASCII file</h2>
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63 <br>
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64 <p>
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65 The data-pack contains a simple two-column text file which represents a time-series
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66 sampled at 10Hz. The first column contains the time-stamps, the second column the amplitude values.
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67 </p>
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68 <p>
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69 To convert this data file to an AO, use the following command:
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70 </p>
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71 <div class="fragment"><pre>
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72 >> pl = plist(<span class="string">'filename'</span>, <span class="string">'topic1/simpleASCII.txt'</span>, ...
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73 <span class="string">'columns'</span>, [1 2], ...
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74 <span class="string">'type'</span>, <span class="string">'tsdata'</span>);
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75 >> a = ao(pl)
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76 M: constructing from plist
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77 M: load file: simpleASCII.txt
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78 M: constructing from filename and/or plist
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79 M: constructing from data object tsdata
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80 ----------- ao 01: simpleASCII.txt_01_02 -----------
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81
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82 name: simpleASCII.txt_01_02
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83 data: (0,1.13549060238654) (0.1,2.37202031808076) (0.2,-0.531181753855465) (0.3,1.25684477541224) (0.4,1.30895517480354) ...
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84 -------- tsdata 01 ------------
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85
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86 fs: 10
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87 x: [1000 1], double
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88 y: [1000 1], double
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89 dx: [0 0], double
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90 dy: [0 0], double
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91 xunits: []
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92 yunits: []
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93 nsecs: 100
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94 t0: 1970-01-01 00:00:00.000
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95 -------------------------------
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96
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97 hist: ao / ao / SId: fromDatafile.m,v 1.39 2011/04/18 16:55:26 ingo Exp S-->SId: ao.m,v 1.346 2011/05/07 06:56:17 mauro Exp S
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98 description:
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99 UUID: bde61c39-2c7e-4e77-9c15-6e6a4cc29e12
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100 ----------------------------------------------------
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101 </pre></div>
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102 <p>
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103 From the output on the screen you can see that
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104 <ol>
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105 <li>the name of the AO has automatically been set based on the filename and
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106 the columns of data loaded</li>
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107 <li>the sample rate of the data is 10Hz, as expected</li>
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108 <li>the length of the data is 100s</li>
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109 </ol>
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110 </p>
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111 <p>
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112 You can plot this data and see that it is just a randon noise time-series.
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113 </p>
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114 <br>
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115 <h2>Create an AO from a multi-column ASCII file</h2>
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116 <br>
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117 <p>
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118 The data-pack contains a data file which contains multiple columns of data. Here
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119 we will load only selected columns from the file and produce multiple AOs, one
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120 for each column loaded. Column 1 of the file contains the time-stamps; columns
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121 2-6 contain sine waves at frequencies 1-5Hz.
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122 </p>
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123 <p>
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124 Let's load the 2Hz and 4Hz sine waves from the file. At the same time, we'll
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125 give the AOs names, Y units, and descriptions.
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126 </p>
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127 <div class="fragment"><pre>
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128 sigs = ao(plist(<span class="string">'filename'</span>, <span class="string">'topic1/multicolumnASCII.txt'</span>, ...
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129 <span class="string">'type'</span>, <span class="string">'tsdata'</span>, ...
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130 <span class="string">'columns'</span>, [1 3 1 5], ...
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131 <span class="string">'name'</span>, {<span class="string">'sin2'</span>, <span class="string">'sin4'</span>}, ...
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132 <span class="string">'yunits'</span>, {<span class="string">'m'</span>, <span class="string">'m'</span>}, ...
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133 <span class="string">'description'</span>, {<span class="string">'sine wave at 2Hz'</span>, <span class="string">'sine wave at 4Hz'</span>}))
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134 </pre></div>
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135 <p>
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136 You can plot the results and focus on the first 2 seconds of data
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137 </p>
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138 <div class="fragment"><pre>
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139 sigs.iplot(plist(<span class="string">'XRanges'</span>, [0 2]))
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140 </pre></div>
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141
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142
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143
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144
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145
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146
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147
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148 </p>
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149
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150 <br>
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151 <br>
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152 <table class="nav" summary="Navigation aid" border="0" width=
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153 "100%" cellpadding="0" cellspacing="0">
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155 <td align="left" width="20"><a href="ltpda_training_topic_1_5.html"><img src=
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156 "b_prev.gif" border="0" align="bottom" alt=
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157 "Saving and loading AOs"></a>&nbsp;</td>
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158
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159 <td align="left">Saving and loading AOs</td>
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161 <td>&nbsp;</td>
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162
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163 <td align="right">Writing LTPDA scripts</td>
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165 <td align="right" width="20"><a href=
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166 "ltpda_training_topic_1_7.html"><img src="b_next.gif" border="0" align=
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167 "bottom" alt="Writing LTPDA scripts"></a></td>
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168 </tr>
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169 </table><br>
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170
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171 <p class="copy">&copy;LTP Team</p>
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172 </body>
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173 </html>