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1 | /*! |
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2 | \file |
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3 | \brief Bayesian Filtering for linear Gaussian models (Kalman Filter) and extensions |
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4 | \author Vaclav Smidl. |
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5 | |
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6 | ----------------------------------- |
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7 | BDM++ - C++ library for Bayesian Decision Making under Uncertainty |
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8 | |
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9 | Using IT++ for numerical operations |
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10 | ----------------------------------- |
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11 | */ |
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12 | |
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13 | #ifndef EKF_TEMP_H |
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14 | #define EKF_TEMP_H |
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15 | |
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16 | #include "libKF.h" |
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17 | |
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18 | namespace bdm{ |
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19 | |
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20 | //!Extended Kalman filter with unknown \c Q and \c R |
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21 | class EKFful_unQR : public EKFfull { |
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22 | public: |
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23 | void condition ( const vec &QR0 ) { |
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24 | Q=diag(QR0(0,dimx-1)); |
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25 | R=diag(QR0(dimx,dimx+dimy-1)); |
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26 | }; |
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27 | }; |
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28 | |
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29 | //!Extended Kalman filter in Choleski form with unknown diagonal \c Q |
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30 | class EKFCh_dQ : public EKFCh { |
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31 | public: |
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32 | void condition ( const vec &Q0 ) { |
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33 | Q.setD ( Q0,0 ); |
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34 | //from EKF |
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35 | preA.set_submatrix ( dimy+dimx,dimy,Q._Ch() ); |
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36 | }; |
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37 | }; |
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38 | |
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39 | //!Extended Kalman filter in Choleski form with unknown \c Q |
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40 | class EKFCh_chQ : public EKFCh { |
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41 | public: |
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42 | void condition ( const vec &chQ0 ) { |
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43 | Q.setCh ( chQ0); |
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44 | //from EKF |
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45 | preA.set_submatrix ( dimy+dimx,dimy,Q._Ch() ); |
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46 | }; |
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47 | }; |
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48 | |
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49 | //!Extended Kalman filter with unknown parameters in \c IM |
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50 | class EKFCh_cond : public EKFCh { |
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51 | public: |
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52 | void condition ( const vec &val ) { |
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53 | pfxu->condition ( val ); |
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54 | }; |
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55 | }; |
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56 | |
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57 | } |
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58 | #endif //EKF_TEMP_H |
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