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| [19] | 19 | <h1>work/mixpp/bdm/estim/libPF.h File Reference</h1>Bayesian Filtering using stochastic sampling (Particle Filters). <a href="#_details">More...</a> |
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| [8] | 20 | <p> |
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| 21 | <code>#include <itpp/itbase.h></code><br> |
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| [32] | 22 | <code>#include "<a class="el" href="libEF_8h-source.html">../stat/libEF.h</a>"</code><br> |
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| [19] | 23 | <code>#include "<a class="el" href="libDC_8h-source.html">../math/libDC.h</a>"</code><br> |
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| [8] | 24 | |
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| 27 | Include dependency graph for libPF.h:</div> |
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| [91] | 31 | <area shape="rect" href="libEF_8h.html" title="Probability distributions for Exponential Family models." alt="" coords="145,81,244,105"><area shape="rect" href="libDC_8h.html" title="Matrices in decomposed forms (LDL', LU, UDU', etc)." alt="" coords="51,156,157,180"><area shape="rect" href="libBM_8h.html" title="Bayesian Models (bm) that use Bayes rule to learn from observations." alt="" coords="232,156,296,180"><area shape="rect" href="itpp__ext_8h-source.html" title="../itpp_ext.h" alt="" coords="320,156,411,180"></map> |
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| [19] | 32 | </div> |
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| 36 | This graph shows which files directly or indirectly include this file:</div> |
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| 39 | <map name="work/mixpp/bdm/estim/libPF.hdep_map"> |
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| [99] | 41 | </div> |
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| 42 | |
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| 43 | <p> |
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| [8] | 44 | <a href="libPF_8h-source.html">Go to the source code of this file.</a><table border="0" cellpadding="0" cellspacing="0"> |
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| 45 | <tr><td></td></tr> |
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| 46 | <tr><td colspan="2"><br><h2>Classes</h2></td></tr> |
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| 47 | <tr><td class="memItemLeft" nowrap align="right" valign="top">class </td><td class="memItemRight" valign="bottom"><a class="el" href="classPF.html">PF</a></td></tr> |
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| 48 | |
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| [32] | 49 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Trivial particle filter with proposal density equal to parameter evolution model. <a href="classPF.html#_details">More...</a><br></td></tr> |
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| 50 | <tr><td class="memItemLeft" nowrap align="right" valign="top">class </td><td class="memItemRight" valign="bottom"><a class="el" href="classMPF.html">MPF< BM_T ></a></td></tr> |
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| [8] | 51 | |
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| [32] | 52 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Marginalized Particle filter. <a href="classMPF.html#_details">More...</a><br></td></tr> |
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| [33] | 53 | <tr><td class="memItemLeft" nowrap align="right" valign="top">class </td><td class="memItemRight" valign="bottom"><b>MPF< BM_T >::mpfepdf</b></td></tr> |
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| 54 | |
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| 55 | <tr><td class="mdescLeft"> </td><td class="mdescRight">internal class for MPDF providing composition of <a class="el" href="classeEmp.html" title="Weighted empirical density.">eEmp</a> with external components <br></td></tr> |
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| [79] | 56 | <tr><td colspan="2"><br><h2>Variables</h2></td></tr> |
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| 57 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="718eb6f36f33fd5898956fb950d0d8f2"></a><!-- doxytag: member="libPF.h::PF_SSAT" ref="718eb6f36f33fd5898956fb950d0d8f2" args="" --> |
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| 58 | double </td><td class="memItemRight" valign="bottom"><b>PF_SSAT</b></td></tr> |
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| 59 | |
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| [8] | 60 | </table> |
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| 61 | <hr><a name="_details"></a><h2>Detailed Description</h2> |
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| 62 | Bayesian Filtering using stochastic sampling (Particle Filters). |
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| 63 | <p> |
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| 64 | <dl class="author" compact><dt><b>Author:</b></dt><dd>Vaclav Smidl.</dd></dl> |
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| 65 | ----------------------------------- BDM++ - C++ library for Bayesian Decision Making under Uncertainty<p> |
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| [91] | 66 | Using IT++ for numerical operations ----------------------------------- </div> |
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| [139] | 67 | <hr size="1"><address style="text-align: right;"><small>Generated on Sat Aug 16 11:58:43 2008 for mixpp by |
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| [139] | 69 | <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address> |
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| [8] | 70 | </body> |
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