CWirelessPowerGridMap2D represents a PDF of wifi concentrations over a 2D area.
There are a number of methods available to build the wifi grid-map, depending on the value of "TMapRepresentation maptype" passed in the constructor (see CRandomFieldGridMap2D for a discussion).
Update the map with insertIndividualReading() or insertObservation()
Definition at line 35 of file CWirelessPowerGridMap2D.h.
#include <mrpt/maps/CWirelessPowerGridMap2D.h>
Classes | |
struct | TInsertionOptions |
Parameters related with inserting observations into the map: More... | |
struct | TMapDefinition |
struct | TMapDefinitionBase |
Public Types | |
enum | TMapRepresentation { mrKernelDM = 0, mrAchim = 0, mrKalmanFilter, mrKalmanApproximate, mrKernelDMV, mrGMRF_SD } |
The type of map representation to be used, see CRandomFieldGridMap2D for a discussion. More... | |
enum | TGridInterpolationMethod { gimNearest = 0, gimBilinear } |
Public Member Functions | |
void * | operator new (size_t size) |
void * | operator new[] (size_t size) |
void | operator delete (void *ptr) noexcept |
void | operator delete[] (void *ptr) noexcept |
void | operator delete (void *memory, void *ptr) noexcept |
void * | operator new (size_t size, const std::nothrow_t &) noexcept |
void | operator delete (void *ptr, const std::nothrow_t &) noexcept |
CWirelessPowerGridMap2D (TMapRepresentation mapType=mrKernelDM, double x_min=-2, double x_max=2, double y_min=-2, double y_max=2, double resolution=0.1) | |
Constructor. More... | |
virtual | ~CWirelessPowerGridMap2D () |
Destructor. More... | |
void | getAs3DObject (mrpt::opengl::CSetOfObjects::Ptr &outObj) const override |
Returns a 3D object representing the map. More... | |
void | clear () |
Calls the base CMetricMap::clear Declared here to avoid ambiguity between the two clear() in both base classes. More... | |
float | cell2float (const TRandomFieldCell &c) const override |
virtual float | cell2float (const TRandomFieldCell &c) const |
The user must implement this in order to provide "saveToTextFile" a way to convert each cell into a numeric value. More... | |
virtual bool | isEmpty () const override |
Returns true if the map is empty/no observation has been inserted (in this class it always return false, unless redefined otherwise in base classes) More... | |
virtual void | saveAsBitmapFile (const std::string &filName) const |
Save the current map as a graphical file (BMP,PNG,...). More... | |
virtual void | getAsBitmapFile (mrpt::utils::CImage &out_img) const |
Returns an image just as described in saveAsBitmapFile. More... | |
virtual void | getAsMatrix (mrpt::math::CMatrixDouble &out_mat) const |
Like saveAsBitmapFile(), but returns the data in matrix form (first row in the matrix is the upper (y_max) part of the map) More... | |
void | getAsMatrix (MAT &m) const |
Get the entire grid as a matrix. More... | |
virtual void | resize (double new_x_min, double new_x_max, double new_y_min, double new_y_max, const TRandomFieldCell &defaultValueNewCells, double additionalMarginMeters=1.0f) override |
Changes the size of the grid, maintaining previous contents. More... | |
virtual void | resize (double new_x_min, double new_x_max, double new_y_min, double new_y_max, const TRandomFieldCell &defaultValueNewCells, double additionalMarginMeters=2.0) |
Changes the size of the grid, maintaining previous contents. More... | |
virtual void | setSize (const double x_min, const double x_max, const double y_min, const double y_max, const double resolution, const TRandomFieldCell *fill_value=nullptr) |
Changes the size of the grid, erasing previous contents. More... | |
void | setSize (const double x_min, const double x_max, const double y_min, const double y_max, const double resolution, const TRandomFieldCell *fill_value=nullptr) |
Changes the size of the grid, ERASING all previous contents. More... | |
void | setCellsConnectivity (const ConnectivityDescriptor::Ptr &new_connectivity_descriptor) |
Sets a custom object to define the connectivity between cells. More... | |
float | compute3DMatchingRatio (const mrpt::maps::CMetricMap *otherMap, const mrpt::poses::CPose3D &otherMapPose, const TMatchingRatioParams ¶ms) const override |
See docs in base class: in this class this always returns 0. More... | |
virtual void | saveMetricMapRepresentationToFile (const std::string &filNamePrefix) const override |
The implementation in this class just calls all the corresponding method of the contained metric maps. More... | |
virtual void | saveAsMatlab3DGraph (const std::string &filName) const |
Save a matlab ".m" file which represents as 3D surfaces the mean and a given confidence level for the concentration of each cell. More... | |
void | getAsMatlab3DGraphScript (std::string &out_script) const |
Return a large text block with a MATLAB script to plot the contents of this map. More... | |
virtual void | getAs3DObject (mrpt::opengl::CSetOfObjects::Ptr &meanObj, mrpt::opengl::CSetOfObjects::Ptr &varObj) const |
Returns two 3D objects representing the mean and variance maps. More... | |
TMapRepresentation | getMapType () |
Return the type of the random-field grid map, according to parameters passed on construction. More... | |
void | insertIndividualReading (const double sensorReading, const mrpt::math::TPoint2D &point, const bool update_map=true, const bool time_invariant=true, const double reading_stddev=.0) |
Direct update of the map with a reading in a given position of the map, using the appropriate method according to mapType passed in the constructor. More... | |
virtual void | predictMeasurement (const double x, const double y, double &out_predict_response, double &out_predict_response_variance, bool do_sensor_normalization, const TGridInterpolationMethod interp_method=gimNearest) |
Returns the prediction of the measurement at some (x,y) coordinates, and its certainty (in the form of the expected variance). More... | |
void | getMeanAndCov (mrpt::math::CVectorDouble &out_means, mrpt::math::CMatrixDouble &out_cov) const |
Return the mean and covariance vector of the full Kalman filter estimate (works for all KF-based methods). More... | |
void | getMeanAndSTD (mrpt::math::CVectorDouble &out_means, mrpt::math::CVectorDouble &out_STD) const |
Return the mean and STD vectors of the full Kalman filter estimate (works for all KF-based methods). More... | |
void | setMeanAndSTD (mrpt::math::CVectorDouble &out_means, mrpt::math::CVectorDouble &out_STD) |
Load the mean and STD vectors of the full Kalman filter estimate (works for all KF-based methods). More... | |
void | updateMapEstimation () |
Run the method-specific procedure required to ensure that the mean & variances are up-to-date with all inserted observations. More... | |
void | enableVerbose (bool enable_verbose) |
bool | isEnabledVerbose () const |
void | enableProfiler (bool enable=true) |
bool | isProfilerEnabled () const |
void | loadFromProbabilisticPosesAndObservations (const mrpt::maps::CSimpleMap &Map) |
Load the map contents from a CSimpleMap object, erasing all previous content of the map. More... | |
void | loadFromSimpleMap (const mrpt::maps::CSimpleMap &Map) |
! More... | |
bool | insertObservation (const mrpt::obs::CObservation *obs, const mrpt::poses::CPose3D *robotPose=NULL) |
Insert the observation information into this map. More... | |
bool | insertObservationPtr (const mrpt::obs::CObservation::Ptr &obs, const mrpt::poses::CPose3D *robotPose=NULL) |
A wrapper for smart pointers, just calls the non-smart pointer version. More... | |
double | computeObservationLikelihood (const mrpt::obs::CObservation *obs, const mrpt::poses::CPose3D &takenFrom) |
Computes the log-likelihood of a given observation given an arbitrary robot 3D pose. More... | |
double | computeObservationLikelihood (const mrpt::obs::CObservation *obs, const mrpt::poses::CPose2D &takenFrom) |
virtual bool | canComputeObservationLikelihood (const mrpt::obs::CObservation *obs) const |
Returns true if this map is able to compute a sensible likelihood function for this observation (i.e. More... | |
bool | canComputeObservationLikelihood (const mrpt::obs::CObservation::Ptr &obs) const |
double | computeObservationsLikelihood (const mrpt::obs::CSensoryFrame &sf, const mrpt::poses::CPose2D &takenFrom) |
Returns the sum of the log-likelihoods of each individual observation within a mrpt::obs::CSensoryFrame. More... | |
bool | canComputeObservationsLikelihood (const mrpt::obs::CSensoryFrame &sf) const |
Returns true if this map is able to compute a sensible likelihood function for this observation (i.e. More... | |
virtual void | determineMatching2D (const mrpt::maps::CMetricMap *otherMap, const mrpt::poses::CPose2D &otherMapPose, mrpt::utils::TMatchingPairList &correspondences, const TMatchingParams ¶ms, TMatchingExtraResults &extraResults) const |
Computes the matching between this and another 2D point map, which includes finding: More... | |
virtual void | determineMatching3D (const mrpt::maps::CMetricMap *otherMap, const mrpt::poses::CPose3D &otherMapPose, mrpt::utils::TMatchingPairList &correspondences, const TMatchingParams ¶ms, TMatchingExtraResults &extraResults) const |
Computes the matchings between this and another 3D points map - method used in 3D-ICP. More... | |
virtual void | auxParticleFilterCleanUp () |
This method is called at the end of each "prediction-update-map
insertion" cycle within "mrpt::slam::CMetricMapBuilderRBPF::processActionObservation". More... | |
virtual float | squareDistanceToClosestCorrespondence (float x0, float y0) const |
Returns the square distance from the 2D point (x0,y0) to the closest correspondence in the map. More... | |
virtual const mrpt::maps::CSimplePointsMap * | getAsSimplePointsMap () const |
If the map is a simple points map or it's a multi-metric map that contains EXACTLY one simple points map, return it. More... | |
virtual mrpt::maps::CSimplePointsMap * | getAsSimplePointsMap () |
virtual mxArray * | writeToMatlab () const |
Introduces a pure virtual method responsible for writing to a mxArray Matlab object, typically a MATLAB struct whose contents are documented in each derived class. More... | |
void | fill (const TRandomFieldCell &value) |
Fills all the cells with the same value. More... | |
TRandomFieldCell * | cellByPos (double x, double y) |
Returns a pointer to the contents of a cell given by its coordinates, or nullptr if it is out of the map extensions. More... | |
const TRandomFieldCell * | cellByPos (double x, double y) const |
TRandomFieldCell * | cellByIndex (unsigned int cx, unsigned int cy) |
Returns a pointer to the contents of a cell given by its cell indexes, or nullptr if it is out of the map extensions. More... | |
const TRandomFieldCell * | cellByIndex (unsigned int cx, unsigned int cy) const |
Returns a pointer to the contents of a cell given by its cell indexes, or nullptr if it is out of the map extensions. More... | |
size_t | getSizeX () const |
Returns the horizontal size of grid map in cells count. More... | |
size_t | getSizeY () const |
Returns the vertical size of grid map in cells count. More... | |
double | getXMin () const |
Returns the "x" coordinate of left side of grid map. More... | |
double | getXMax () const |
Returns the "x" coordinate of right side of grid map. More... | |
double | getYMin () const |
Returns the "y" coordinate of top side of grid map. More... | |
double | getYMax () const |
Returns the "y" coordinate of bottom side of grid map. More... | |
double | getResolution () const |
Returns the resolution of the grid map. More... | |
int | x2idx (double x) const |
Transform a coordinate values into cell indexes. More... | |
int | y2idx (double y) const |
int | xy2idx (double x, double y) const |
void | idx2cxcy (const int &idx, int &cx, int &cy) const |
Transform a global (linear) cell index value into its corresponding (x,y) cell indexes. More... | |
double | idx2x (int cx) const |
Transform a cell index into a coordinate value of the cell central point. More... | |
double | idx2y (int cy) const |
bool | saveToTextFile (const std::string &fileName) const |
Saves a float representation of the grid (via "cell2float()") to a text file. More... | |
RTTI classes and functions | |
mrpt::utils::CObject::Ptr | duplicateGetSmartPtr () const |
Returns a copy of the object, indepently of its class, as a smart pointer (the newly created object will exist as long as any copy of this smart pointer). More... | |
Static Public Member Functions | |
static void * | operator new (size_t size, void *ptr) |
Public Attributes | |
mrpt::maps::CWirelessPowerGridMap2D::TInsertionOptions | insertionOptions |
TMapGenericParams | genericMapParams |
Common params to all maps. More... | |
Protected Member Functions | |
virtual CRandomFieldGridMap2D::TInsertionOptionsCommon * | getCommonInsertOptions () override |
Get the part of the options common to all CRandomFieldGridMap2D classes. More... | |
void | internal_clear () override |
Erase all the contents of the map. More... | |
bool | internal_insertObservation (const mrpt::obs::CObservation *obs, const mrpt::poses::CPose3D *robotPose=nullptr) override |
Internal method called by insertObservation() More... | |
double | internal_computeObservationLikelihood (const mrpt::obs::CObservation *obs, const mrpt::poses::CPose3D &takenFrom) override |
Internal method called by computeObservationLikelihood() More... | |
void | insertObservation_KernelDM_DMV (double normReading, const mrpt::math::TPoint2D &point, bool is_DMV) |
The implementation of "insertObservation" for Achim Lilienthal's map models DM & DM+V. More... | |
void | insertObservation_KF (double normReading, const mrpt::math::TPoint2D &point) |
The implementation of "insertObservation" for the (whole) Kalman Filter map model. More... | |
void | insertObservation_KF2 (double normReading, const mrpt::math::TPoint2D &point) |
The implementation of "insertObservation" for the Efficient Kalman Filter map model. More... | |
void | insertObservation_GMRF (double normReading, const mrpt::math::TPoint2D &point, const bool update_map, const bool time_invariant, const double reading_information) |
The implementation of "insertObservation" for the Gaussian Markov Random Field map model. More... | |
void | updateMapEstimation_GMRF () |
solves the minimum quadratic system to determine the new concentration of each cell More... | |
double | computeConfidenceCellValue_DM_DMV (const TRandomFieldCell *cell) const |
Computes the confidence of the cell concentration (alpha) More... | |
double | computeMeanCellValue_DM_DMV (const TRandomFieldCell *cell) const |
Computes the average cell concentration, or the overall average value if it has never been observed. More... | |
double | computeVarCellValue_DM_DMV (const TRandomFieldCell *cell) const |
Computes the estimated variance of the cell concentration, or the overall average variance if it has never been observed. More... | |
void | recoverMeanAndCov () const |
In the KF2 implementation, takes the auxiliary matrices and from them update the cells' mean and std values. More... | |
bool | exist_relation_between2cells (const mrpt::maps::COccupancyGridMap2D *m_Ocgridmap, size_t cxo_min, size_t cxo_max, size_t cyo_min, size_t cyo_max, const size_t seed_cxo, const size_t seed_cyo, const size_t objective_cxo, const size_t objective_cyo) |
Check if two cells of the gridmap (m_map) are connected, based on the provided occupancy gridmap. More... | |
void | publishEvent (const mrptEvent &e) const |
Called when you want this object to emit an event to all the observers currently subscribed to this object. More... | |
bool | hasSubscribers () const |
Can be called by a derived class before preparing an event for publishing with publishEvent to determine if there is no one subscribed, so it can save the wasted time preparing an event that will be not read. More... | |
std::vector< TRandomFieldCell > & | m_map_castaway_const () const |
Used only from logically const method that really need to modify the object. More... | |
void | dyngridcommon_writeToStream (mrpt::utils::CStream &out) const |
void | dyngridcommon_readFromStream (mrpt::utils::CStream &in, bool cast_from_float=false) |
CSerializable virtual methods | |
void | writeToStream (mrpt::utils::CStream &out, int *getVersion) const override |
Introduces a pure virtual method responsible for writing to a CStream. More... | |
void | readFromStream (mrpt::utils::CStream &in, int version) override |
Introduces a pure virtual method responsible for loading from a CStream This can not be used directly be users, instead use "stream >> object;" for reading it from a stream or "stream >> object_ptr;" if the class is unknown apriori. More... | |
Protected Attributes | |
bool | m_rfgm_run_update_upon_clear |
TInsertionOptionsCommon * | m_insertOptions_common |
Common options to all random-field grid maps: pointer that is set to the derived-class instance of "insertOptions" upon construction of this class. More... | |
TMapRepresentation | m_mapType |
The map representation type of this map, as passed in the constructor. More... | |
mrpt::math::CMatrixD | m_cov |
The whole covariance matrix, used for the Kalman Filter map representation. More... | |
mrpt::math::CMatrixD | m_stackedCov |
The compressed band diagonal matrix for the KF2 implementation. More... | |
bool | m_hasToRecoverMeanAndCov |
Only for the KF2 implementation. More... | |
ConnectivityDescriptor::Ptr | m_gmrf_connectivity |
Empty: default. More... | |
mrpt::graphs::ScalarFactorGraph | m_gmrf |
std::vector< std::list< TObservationGMRF > > | m_mrf_factors_activeObs |
Vector with the active observations and their respective Information. More... | |
std::deque< TPriorFactorGMRF > | m_mrf_factors_priors |
Vector with the precomputed priors for each GMRF model. More... | |
std::vector< TRandomFieldCell > | m_map |
The cells. More... | |
double | m_x_min |
double | m_x_max |
double | m_y_min |
double | m_y_max |
double | m_resolution |
size_t | m_size_x |
size_t | m_size_y |
Auxiliary vars for DM & DM+V methods | |
float | m_DM_lastCutOff |
std::vector< float > | m_DM_gaussWindow |
double | m_average_normreadings_mean |
double | m_average_normreadings_var |
size_t | m_average_normreadings_count |
RTTI stuff | |
using | Ptr = std::shared_ptr< CWirelessPowerGridMap2D > |
using | ConstPtr = std::shared_ptr< const CWirelessPowerGridMap2D > |
static mrpt::utils::CLASSINIT | _init_CWirelessPowerGridMap2D |
static const mrpt::utils::TRuntimeClassId | runtimeClassId |
static constexpr const char * | className = "CWirelessPowerGridMap2D" |
static const mrpt::utils::TRuntimeClassId * | _GetBaseClass () |
static const mrpt::utils::TRuntimeClassId & | GetRuntimeClassIdStatic () |
static mrpt::utils::CObject * | CreateObject () |
template<typename... Args> | |
static Ptr | Create (Args &&... args) |
virtual const mrpt::utils::TRuntimeClassId * | GetRuntimeClass () const override |
Returns information about the class of an object in runtime. More... | |
virtual mrpt::utils::CObject * | clone () const override |
Returns a deep copy (clone) of the object, indepently of its class. More... | |
Map Definition Interface stuff (see * mrpt::maps::TMetricMapInitializer) @{ | |
static const size_t | m_private_map_register_id = mrpt::maps::internal::TMetricMapTypesRegistry::Instance().doRegister( "CWirelessPowerGridMap2D,wifiGrid" , & mrpt::maps::CWirelessPowerGridMap2D ::MapDefinition, & mrpt::maps::CWirelessPowerGridMap2D ::internal_CreateFromMapDefinition) |
ID used to initialize class registration (just ignore it) More... | |
static mrpt::maps::TMetricMapInitializer * | MapDefinition () |
Returns default map definition initializer. More... | |
static CWirelessPowerGridMap2D * | CreateFromMapDefinition (const mrpt::maps::TMetricMapInitializer &def) |
Constructor from a map definition structure: initializes the map and * its parameters accordingly. More... | |
static mrpt::maps::CMetricMap * | internal_CreateFromMapDefinition (const mrpt::maps::TMetricMapInitializer &def) |
using mrpt::maps::CWirelessPowerGridMap2D::ConstPtr = std::shared_ptr<const CWirelessPowerGridMap2D > |
Definition at line 37 of file CWirelessPowerGridMap2D.h.
using mrpt::maps::CWirelessPowerGridMap2D::Ptr = std::shared_ptr< CWirelessPowerGridMap2D > |
A typedef for the associated smart pointer
Definition at line 37 of file CWirelessPowerGridMap2D.h.
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inherited |
Enumerator | |
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gimNearest | |
gimBilinear |
Definition at line 427 of file CRandomFieldGridMap2D.h.
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inherited |
The type of map representation to be used, see CRandomFieldGridMap2D for a discussion.
Enumerator | |
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mrKernelDM | Gaussian kernel-based estimator (see discussion in mrpt::maps::CRandomFieldGridMap2D) |
mrAchim | Another alias for "mrKernelDM", for backwards compatibility (see discussion in mrpt::maps::CRandomFieldGridMap2D) |
mrKalmanFilter | "Brute-force" Kalman filter (see discussion in mrpt::maps::CRandomFieldGridMap2D) |
mrKalmanApproximate | (see discussion in mrpt::maps::CRandomFieldGridMap2D) |
mrKernelDMV | Double mean + variance Gaussian kernel-based estimator (see discussion in mrpt::maps::CRandomFieldGridMap2D) |
mrGMRF_SD | Gaussian Markov Random Field, squared differences prior weights between 4 neighboring cells (see discussion in mrpt::maps::CRandomFieldGridMap2D) |
Definition at line 175 of file CRandomFieldGridMap2D.h.
mrpt::maps::CWirelessPowerGridMap2D::CWirelessPowerGridMap2D | ( | TMapRepresentation | mapType = mrKernelDM , |
double | x_min = -2 , |
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double | x_max = 2 , |
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double | y_min = -2 , |
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double | y_max = 2 , |
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double | resolution = 0.1 |
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) |
Constructor.
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virtual |
Destructor.
Definition at line 110 of file CWirelessPowerGridMap2D.cpp.
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staticprotected |
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inlinevirtualinherited |
This method is called at the end of each "prediction-update-map insertion" cycle within "mrpt::slam::CMetricMapBuilderRBPF::processActionObservation".
This method should normally do nothing, but in some cases can be used to free auxiliary cached variables.
Reimplemented in mrpt::maps::CLandmarksMap, and mrpt::maps::CMultiMetricMap.
Definition at line 289 of file CMetricMap.h.
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virtualinherited |
Returns true if this map is able to compute a sensible likelihood function for this observation (i.e.
an occupancy grid map cannot with an image). See: Maps and observations compatibility matrix
obs | The observation. |
Definition at line 180 of file CMetricMap.cpp.
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inherited |
This is an overloaded member function, provided for convenience. It differs from the above function only in what argument(s) it accepts.
Definition at line 121 of file CMetricMap.cpp.
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inherited |
Returns true if this map is able to compute a sensible likelihood function for this observation (i.e.
an occupancy grid map cannot with an image). See: Maps and observations compatibility matrix
sf | The observations. |
Definition at line 86 of file CMetricMap.cpp.
References mrpt::obs::CSensoryFrame::begin(), and mrpt::obs::CSensoryFrame::end().
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inlineoverrideinherited |
Definition at line 167 of file CRandomFieldGridMap2D.h.
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inlinevirtualinherited |
The user must implement this in order to provide "saveToTextFile" a way to convert each cell into a numeric value.
Definition at line 322 of file CDynamicGrid.h.
References MRPT_UNUSED_PARAM.
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inlineinherited |
Returns a pointer to the contents of a cell given by its cell indexes, or nullptr if it is out of the map extensions.
Definition at line 234 of file CDynamicGrid.h.
References mrpt::utils::CDynamicGrid< T >::m_map, mrpt::utils::CDynamicGrid< T >::m_size_x, and mrpt::utils::CDynamicGrid< T >::m_size_y.
Referenced by mrpt::maps::CRandomFieldGridMap2D::getAs3DObject(), mrpt::maps::CRandomFieldGridMap2D::getAsMatrix(), mrpt::maps::CRandomFieldGridMap2D::predictMeasurement(), mrpt::maps::CRandomFieldGridMap2D::saveAsMatlab3DGraph(), and mrpt::maps::CRandomFieldGridMap2D::saveMetricMapRepresentationToFile().
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inlineinherited |
Returns a pointer to the contents of a cell given by its cell indexes, or nullptr if it is out of the map extensions.
Definition at line 245 of file CDynamicGrid.h.
References mrpt::utils::CDynamicGrid< T >::m_map, mrpt::utils::CDynamicGrid< T >::m_size_x, and mrpt::utils::CDynamicGrid< T >::m_size_y.
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inlineinherited |
Returns a pointer to the contents of a cell given by its coordinates, or nullptr if it is out of the map extensions.
Definition at line 213 of file CDynamicGrid.h.
References mrpt::utils::CDynamicGrid< T >::m_map, mrpt::utils::CDynamicGrid< T >::m_size_x, mrpt::utils::CDynamicGrid< T >::m_size_y, mrpt::utils::CDynamicGrid< T >::x2idx(), and mrpt::utils::CDynamicGrid< T >::y2idx().
Referenced by mrpt::maps::CRandomFieldGridMap2D::insertObservation_GMRF(), mrpt::maps::CRandomFieldGridMap2D::insertObservation_KF(), and mrpt::maps::CRandomFieldGridMap2D::insertObservation_KF2().
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inlineinherited |
This is an overloaded member function, provided for convenience. It differs from the above function only in what argument(s) it accepts.
Definition at line 222 of file CDynamicGrid.h.
References mrpt::utils::CDynamicGrid< T >::m_map, mrpt::utils::CDynamicGrid< T >::m_size_x, mrpt::utils::CDynamicGrid< T >::m_size_y, mrpt::utils::CDynamicGrid< T >::x2idx(), and mrpt::utils::CDynamicGrid< T >::y2idx().
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inlineinherited |
Calls the base CMetricMap::clear Declared here to avoid ambiguity between the two clear() in both base classes.
Definition at line 165 of file CRandomFieldGridMap2D.h.
References mrpt::maps::CMetricMap::clear().
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overridevirtual |
Returns a deep copy (clone) of the object, indepently of its class.
Implements mrpt::utils::CObject.
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overridevirtualinherited |
See docs in base class: in this class this always returns 0.
Reimplemented from mrpt::maps::CMetricMap.
Definition at line 2733 of file CRandomFieldGridMap2D.cpp.
References MRPT_UNUSED_PARAM.
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protectedinherited |
Computes the confidence of the cell concentration (alpha)
Definition at line 1991 of file CRandomFieldGridMap2D.cpp.
References mrpt::maps::TRandomFieldCell::dm_mean_w, mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::dm_sigma_omega, mrpt::maps::CRandomFieldGridMap2D::m_insertOptions_common, and mrpt::math::square().
Referenced by mrpt::maps::CRandomFieldGridMap2D::saveMetricMapRepresentationToFile().
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protectedinherited |
Computes the average cell concentration, or the overall average value if it has never been observed.
Definition at line 2004 of file CRandomFieldGridMap2D.cpp.
References mrpt::maps::TRandomFieldCell::dm_mean, mrpt::maps::TRandomFieldCell::dm_mean_w, mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::dm_sigma_omega, mrpt::maps::CRandomFieldGridMap2D::m_average_normreadings_mean, mrpt::maps::CRandomFieldGridMap2D::m_insertOptions_common, and mrpt::math::square().
Referenced by mrpt::maps::CRandomFieldGridMap2D::getAs3DObject(), mrpt::maps::CRandomFieldGridMap2D::getAsMatrix(), mrpt::maps::CRandomFieldGridMap2D::predictMeasurement(), and mrpt::maps::CRandomFieldGridMap2D::saveMetricMapRepresentationToFile().
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inherited |
Computes the log-likelihood of a given observation given an arbitrary robot 3D pose.
See: Maps and observations compatibility matrix
takenFrom | The robot's pose the observation is supposed to be taken from. |
obs | The observation. |
Definition at line 189 of file CMetricMap.cpp.
Referenced by mrpt::maps::CMultiMetricMapPDF::PF_SLAM_computeObservationLikelihoodForParticle().
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inherited |
This is an overloaded member function, provided for convenience. It differs from the above function only in what argument(s) it accepts.
Definition at line 77 of file CMetricMap.cpp.
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inherited |
Returns the sum of the log-likelihoods of each individual observation within a mrpt::obs::CSensoryFrame.
See: Maps and observations compatibility matrix
takenFrom | The robot's pose the observation is supposed to be taken from. |
sf | The set of observations in a CSensoryFrame. |
Definition at line 67 of file CMetricMap.cpp.
References mrpt::obs::CSensoryFrame::begin(), and mrpt::obs::CSensoryFrame::end().
Referenced by mrpt::hmtslam::CLocalMetricHypothesis::auxiliarComputeObservationLikelihood().
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protectedinherited |
Computes the estimated variance of the cell concentration, or the overall average variance if it has never been observed.
Definition at line 2020 of file CRandomFieldGridMap2D.cpp.
References mrpt::maps::TRandomFieldCell::dm_mean_w, mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::dm_sigma_omega, mrpt::maps::TRandomFieldCell::dmv_var_mean, mrpt::maps::CRandomFieldGridMap2D::m_average_normreadings_var, mrpt::maps::CRandomFieldGridMap2D::m_insertOptions_common, and mrpt::math::square().
Referenced by mrpt::maps::CRandomFieldGridMap2D::getAs3DObject(), mrpt::maps::CRandomFieldGridMap2D::predictMeasurement(), and mrpt::maps::CRandomFieldGridMap2D::saveMetricMapRepresentationToFile().
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inlinestatic |
Definition at line 37 of file CWirelessPowerGridMap2D.h.
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static |
Constructor from a map definition structure: initializes the map and * its parameters accordingly.
Definition at line 30 of file CWirelessPowerGridMap2D.cpp.
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static |
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virtualinherited |
Computes the matching between this and another 2D point map, which includes finding:
The algorithm is:
This method is the most time critical one into ICP-like algorithms.
otherMap | [IN] The other map to compute the matching with. |
otherMapPose | [IN] The pose of the other map as seen from "this". |
params | [IN] Parameters for the determination of pairings. |
correspondences | [OUT] The detected matchings pairs. |
extraResults | [OUT] Other results. |
Reimplemented in mrpt::maps::COccupancyGridMap2D, mrpt::maps::CPointsMap, mrpt::maps::CMultiMetricMap, and mrpt::maps::CBeaconMap.
Definition at line 127 of file CMetricMap.cpp.
References MRPT_END, MRPT_START, MRPT_UNUSED_PARAM, and THROW_EXCEPTION.
Referenced by mrpt::slam::CICP::ICP_Method_Classic().
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virtualinherited |
Computes the matchings between this and another 3D points map - method used in 3D-ICP.
This method finds the set of point pairs in each map.
The method is the most time critical one into ICP-like algorithms.
The algorithm is:
otherMap | [IN] The other map to compute the matching with. |
otherMapPose | [IN] The pose of the other map as seen from "this". |
params | [IN] Parameters for the determination of pairings. |
correspondences | [OUT] The detected matchings pairs. |
extraResults | [OUT] Other results. |
Reimplemented in mrpt::maps::CPointsMap.
Definition at line 142 of file CMetricMap.cpp.
References MRPT_END, MRPT_START, MRPT_UNUSED_PARAM, and THROW_EXCEPTION.
Referenced by mrpt::slam::CICP::ICP3D_Method_Classic().
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inlineprotectedinherited |
Definition at line 355 of file CDynamicGrid.h.
References mrpt::utils::CDynamicGrid< T >::m_map, mrpt::utils::CDynamicGrid< T >::m_resolution, mrpt::utils::CDynamicGrid< T >::m_size_x, mrpt::utils::CDynamicGrid< T >::m_size_y, mrpt::utils::CDynamicGrid< T >::m_x_max, mrpt::utils::CDynamicGrid< T >::m_x_min, mrpt::utils::CDynamicGrid< T >::m_y_max, and mrpt::utils::CDynamicGrid< T >::m_y_min.
Referenced by mrpt::maps::CGasConcentrationGridMap2D::readFromStream(), and readFromStream().
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inlineprotectedinherited |
Definition at line 348 of file CDynamicGrid.h.
References mrpt::utils::CDynamicGrid< T >::m_resolution, mrpt::utils::CDynamicGrid< T >::m_size_x, mrpt::utils::CDynamicGrid< T >::m_size_y, mrpt::utils::CDynamicGrid< T >::m_x_max, mrpt::utils::CDynamicGrid< T >::m_x_min, mrpt::utils::CDynamicGrid< T >::m_y_max, and mrpt::utils::CDynamicGrid< T >::m_y_min.
Referenced by mrpt::maps::CGasConcentrationGridMap2D::writeToStream(), and writeToStream().
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inlineinherited |
Definition at line 481 of file CRandomFieldGridMap2D.h.
References mrpt::graphs::ScalarFactorGraph::enableProfiler(), and mrpt::maps::CRandomFieldGridMap2D::m_gmrf.
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inlineinherited |
Definition at line 472 of file CRandomFieldGridMap2D.h.
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protectedinherited |
Check if two cells of the gridmap (m_map) are connected, based on the provided occupancy gridmap.
Definition at line 2619 of file CRandomFieldGridMap2D.cpp.
References mrpt::maps::COccupancyGridMap2D::getCell(), mrpt::maps::COccupancyGridMap2D::getSizeX(), mrpt::maps::COccupancyGridMap2D::getSizeY(), and min.
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inlineinherited |
Fills all the cells with the same value.
Definition at line 119 of file CDynamicGrid.h.
References mrpt::utils::CDynamicGrid< T >::m_map.
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overridevirtual |
Returns a 3D object representing the map.
Reimplemented from mrpt::maps::CRandomFieldGridMap2D.
Definition at line 387 of file CWirelessPowerGridMap2D.cpp.
References mrpt::maps::TMapGenericParams::enableSaveAs3DObject, mrpt::maps::CMetricMap::genericMapParams, mrpt::maps::CRandomFieldGridMap2D::getAs3DObject(), MRPT_END, and MRPT_START.
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virtualinherited |
Returns two 3D objects representing the mean and variance maps.
Reimplemented in mrpt::maps::CGasConcentrationGridMap2D, and mrpt::maps::CHeightGridMap2D_MRF.
Definition at line 1623 of file CRandomFieldGridMap2D.cpp.
References mrpt::opengl::CSetOfTriangles::TTriangle::a, ASSERT_, mrpt::opengl::CSetOfTriangles::TTriangle::b, mrpt::utils::CDynamicGrid< TRandomFieldCell >::cellByIndex(), mrpt::maps::CRandomFieldGridMap2D::computeMeanCellValue_DM_DMV(), mrpt::maps::CRandomFieldGridMap2D::computeVarCellValue_DM_DMV(), mrpt::maps::TMapGenericParams::enableSaveAs3DObject, mrpt::opengl::CSetOfTriangles::TTriangle::g, mrpt::maps::CMetricMap::genericMapParams, mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::GMRF_saturate_max, mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::GMRF_saturate_min, mrpt::utils::jet2rgb(), mrpt::maps::TRandomFieldCell::kf_mean, mrpt::maps::TRandomFieldCell::kf_std, mrpt::maps::CRandomFieldGridMap2D::m_insertOptions_common, mrpt::maps::CRandomFieldGridMap2D::m_mapType, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_resolution, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_size_x, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_size_y, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_x_min, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_y_min, min, mrpt::maps::CRandomFieldGridMap2D::mrGMRF_SD, mrpt::maps::CRandomFieldGridMap2D::mrKalmanApproximate, mrpt::maps::CRandomFieldGridMap2D::mrKalmanFilter, mrpt::maps::CRandomFieldGridMap2D::mrKernelDM, mrpt::maps::CRandomFieldGridMap2D::mrKernelDMV, mrpt::opengl::CSetOfTriangles::TTriangle::r, mrpt::maps::CRandomFieldGridMap2D::recoverMeanAndCov(), mrpt::mrpt::utils::saturate_val(), mrpt::math::square(), mrpt::opengl::CSetOfTriangles::TTriangle::x, mrpt::opengl::CSetOfTriangles::TTriangle::y, and mrpt::opengl::CSetOfTriangles::TTriangle::z.
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virtualinherited |
Returns an image just as described in saveAsBitmapFile.
Definition at line 870 of file CRandomFieldGridMap2D.cpp.
References mrpt::maps::CRandomFieldGridMap2D::getAsMatrix(), MRPT_END, MRPT_START, and mrpt::utils::CImage::setFromMatrix().
Referenced by mrpt::maps::CRandomFieldGridMap2D::saveAsBitmapFile().
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inherited |
Return a large text block with a MATLAB script to plot the contents of this map.
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virtualinherited |
Like saveAsBitmapFile(), but returns the data in matrix form (first row in the matrix is the upper (y_max) part of the map)
Like saveAsBitmapFile(), but returns the data in matrix form.
Definition at line 825 of file CRandomFieldGridMap2D.cpp.
References ASSERT_, mrpt::utils::CDynamicGrid< TRandomFieldCell >::cellByIndex(), mrpt::maps::CRandomFieldGridMap2D::computeMeanCellValue_DM_DMV(), mrpt::maps::TRandomFieldCell::gmrf_mean, mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::GMRF_saturate_max, mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::GMRF_saturate_min, mrpt::maps::TRandomFieldCell::kf_mean, mrpt::maps::CRandomFieldGridMap2D::m_insertOptions_common, mrpt::maps::CRandomFieldGridMap2D::m_mapType, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_size_x, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_size_y, mrpt::maps::CRandomFieldGridMap2D::mrGMRF_SD, mrpt::maps::CRandomFieldGridMap2D::mrKalmanApproximate, mrpt::maps::CRandomFieldGridMap2D::mrKalmanFilter, mrpt::maps::CRandomFieldGridMap2D::mrKernelDM, mrpt::maps::CRandomFieldGridMap2D::mrKernelDMV, MRPT_END, MRPT_START, mrpt::maps::CRandomFieldGridMap2D::recoverMeanAndCov(), mrpt::mrpt::utils::saturate(), and THROW_EXCEPTION.
Referenced by mrpt::maps::CRandomFieldGridMap2D::getAsBitmapFile().
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inlineinherited |
Get the entire grid as a matrix.
MAT | The type of the matrix, typically a mrpt::math::CMatrixDouble. |
[out] | m | The output matrix; will be set automatically to the correct size. Entry (cy,cx) in the matrix contains the grid cell with indices (cx,cy). |
Definition at line 311 of file CDynamicGrid.h.
References mrpt::utils::CDynamicGrid< T >::m_map, mrpt::utils::CDynamicGrid< T >::m_size_x, and mrpt::utils::CDynamicGrid< T >::m_size_y.
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inlinevirtualinherited |
If the map is a simple points map or it's a multi-metric map that contains EXACTLY one simple points map, return it.
Otherwise, return NULL
Reimplemented in mrpt::maps::CPointsMap, mrpt::maps::CMultiMetricMap, and mrpt::maps::CSimplePointsMap.
Definition at line 301 of file CMetricMap.h.
Referenced by mrpt::maps::CPointsMap::compute3DMatchingRatio().
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inlinevirtualinherited |
Reimplemented in mrpt::maps::CPointsMap, mrpt::maps::CMultiMetricMap, and mrpt::maps::CSimplePointsMap.
Definition at line 305 of file CMetricMap.h.
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inlineoverrideprotectedvirtual |
Get the part of the options common to all CRandomFieldGridMap2D classes.
Implements mrpt::maps::CRandomFieldGridMap2D.
Definition at line 71 of file CWirelessPowerGridMap2D.h.
References insertionOptions.
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inherited |
Return the type of the random-field grid map, according to parameters passed on construction.
Definition at line 2471 of file CRandomFieldGridMap2D.cpp.
References mrpt::maps::CRandomFieldGridMap2D::m_mapType.
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inherited |
Return the mean and covariance vector of the full Kalman filter estimate (works for all KF-based methods).
Definition at line 2423 of file CRandomFieldGridMap2D.cpp.
References mrpt::maps::CRandomFieldGridMap2D::m_cov, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_map, and mrpt::maps::CRandomFieldGridMap2D::recoverMeanAndCov().
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inherited |
Return the mean and STD vectors of the full Kalman filter estimate (works for all KF-based methods).
Definition at line 2437 of file CRandomFieldGridMap2D.cpp.
References mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_map, and mrpt::maps::CRandomFieldGridMap2D::m_stackedCov.
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inlineinherited |
Returns the resolution of the grid map.
Definition at line 266 of file CDynamicGrid.h.
References mrpt::utils::CDynamicGrid< T >::m_resolution.
Referenced by mrpt::maps::CGasConcentrationGridMap2D::build_Gaussian_Wind_Grid(), and mrpt::maps::CGasConcentrationGridMap2D::getWindAs3DObject().
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overridevirtual |
Returns information about the class of an object in runtime.
Reimplemented from mrpt::maps::CRandomFieldGridMap2D.
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static |
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inlineinherited |
Returns the horizontal size of grid map in cells count.
Definition at line 254 of file CDynamicGrid.h.
References mrpt::utils::CDynamicGrid< T >::m_size_x.
Referenced by mrpt::maps::CGasConcentrationGridMap2D::simulateAdvection().
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inlineinherited |
Returns the vertical size of grid map in cells count.
Definition at line 256 of file CDynamicGrid.h.
References mrpt::utils::CDynamicGrid< T >::m_size_y.
Referenced by mrpt::maps::CGasConcentrationGridMap2D::simulateAdvection().
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inlineinherited |
Returns the "x" coordinate of right side of grid map.
Definition at line 260 of file CDynamicGrid.h.
References mrpt::utils::CDynamicGrid< T >::m_x_max.
Referenced by mrpt::maps::CGasConcentrationGridMap2D::getWindAs3DObject().
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inlineinherited |
Returns the "x" coordinate of left side of grid map.
Definition at line 258 of file CDynamicGrid.h.
References mrpt::utils::CDynamicGrid< T >::m_x_min.
Referenced by mrpt::maps::CGasConcentrationGridMap2D::getWindAs3DObject().
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inlineinherited |
Returns the "y" coordinate of bottom side of grid map.
Definition at line 264 of file CDynamicGrid.h.
References mrpt::utils::CDynamicGrid< T >::m_y_max.
Referenced by mrpt::maps::CGasConcentrationGridMap2D::getWindAs3DObject().
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inlineinherited |
Returns the "y" coordinate of top side of grid map.
Definition at line 262 of file CDynamicGrid.h.
References mrpt::utils::CDynamicGrid< T >::m_y_min.
Referenced by mrpt::maps::CGasConcentrationGridMap2D::getWindAs3DObject().
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inlineprotectedinherited |
Can be called by a derived class before preparing an event for publishing with publishEvent to determine if there is no one subscribed, so it can save the wasted time preparing an event that will be not read.
Definition at line 57 of file CObservable.h.
References mrpt::utils::CObservable::m_subscribers.
Referenced by mrpt::gui::CWindowDialog::OnMouseDown(), mrpt::gui::CWindowDialog::OnMouseMove(), mrpt::gui::CWindowDialog::OnResize(), and mrpt::opengl::COpenGLViewport::render().
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inlineinherited |
Transform a global (linear) cell index value into its corresponding (x,y) cell indexes.
Definition at line 283 of file CDynamicGrid.h.
References mrpt::utils::CDynamicGrid< T >::m_size_x.
Referenced by mrpt::maps::CRandomFieldGridMap2D::insertObservation_KF2(), mrpt::maps::CRandomFieldGridMap2D::resize(), and mrpt::maps::CGasConcentrationGridMap2D::simulateAdvection().
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inlineinherited |
Transform a cell index into a coordinate value of the cell central point.
Definition at line 291 of file CDynamicGrid.h.
References mrpt::utils::CDynamicGrid< T >::m_resolution, and mrpt::utils::CDynamicGrid< T >::m_x_min.
Referenced by mrpt::maps::CRandomFieldGridMap2D::predictMeasurement(), and mrpt::maps::CRandomFieldGridMap2D::saveMetricMapRepresentationToFile().
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inlineinherited |
Definition at line 295 of file CDynamicGrid.h.
References mrpt::utils::CDynamicGrid< T >::m_resolution, and mrpt::utils::CDynamicGrid< T >::m_y_min.
Referenced by mrpt::maps::CRandomFieldGridMap2D::predictMeasurement(), and mrpt::maps::CRandomFieldGridMap2D::saveMetricMapRepresentationToFile().
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inherited |
Direct update of the map with a reading in a given position of the map, using the appropriate method according to mapType passed in the constructor.
This is a direct way to update the map, an alternative to the generic insertObservation() method which works with mrpt::obs::CObservation objects.
sensorReading | The value observed in the (x,y) position |
point | The (x,y) location |
update_map | Run a global map update after inserting this observatin (algorithm-dependant) |
time_invariant | Whether the observation "vanishes" with time (false) or not (true) [Only for GMRF methods] |
reading_stddev | The uncertainty (standard deviation) of the reading. Default="0.0" means use the default settings per map-wide parameters. |
Definition at line 2496 of file CRandomFieldGridMap2D.cpp.
References mrpt::maps::CRandomFieldGridMap2D::insertObservation_GMRF(), mrpt::maps::CRandomFieldGridMap2D::insertObservation_KernelDM_DMV(), mrpt::maps::CRandomFieldGridMap2D::insertObservation_KF(), mrpt::maps::CRandomFieldGridMap2D::insertObservation_KF2(), mrpt::maps::CRandomFieldGridMap2D::m_insertOptions_common, mrpt::maps::CRandomFieldGridMap2D::m_mapType, mrpt::maps::CRandomFieldGridMap2D::mrGMRF_SD, mrpt::maps::CRandomFieldGridMap2D::mrKalmanApproximate, mrpt::maps::CRandomFieldGridMap2D::mrKalmanFilter, mrpt::maps::CRandomFieldGridMap2D::mrKernelDM, mrpt::maps::CRandomFieldGridMap2D::mrKernelDMV, mrpt::mrpt::math::square(), and THROW_EXCEPTION.
Referenced by internal_insertObservation(), and mrpt::maps::CGasConcentrationGridMap2D::internal_insertObservation().
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inherited |
Insert the observation information into this map.
This method must be implemented in derived classes. See: Maps and observations compatibility matrix
obs | The observation |
robotPose | The 3D pose of the robot mobile base in the map reference system, or NULL (default) if you want to use the origin. |
Definition at line 95 of file CMetricMap.cpp.
Referenced by ICPTests::align2scans(), mrpt::maps::COccupancyGridMap2D::computeObservationLikelihood_likelihoodField_Thrun(), mrpt::opengl::CPlanarLaserScan::getBoundingBox(), mrpt::graphslam::deciders::CRangeScanOps< GRAPH_T >::getICPEdge(), CAngularObservationMesh_fnctr::operator()(), mrpt::opengl::CPlanarLaserScan::render_dl(), TEST(), and mrpt::graphslam::CGraphSlamEngine< GRAPH_T >::updateMapVisualization().
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protectedinherited |
The implementation of "insertObservation" for the Gaussian Markov Random Field map model.
normReading | Is a [0,1] normalized concentration reading. |
point | Is the sensor location on the map |
Definition at line 2532 of file CRandomFieldGridMap2D.cpp.
References mrpt::graphs::ScalarFactorGraph::addConstraint(), ASSERT_, mrpt::utils::CDynamicGrid< TRandomFieldCell >::cellByPos(), mrpt::maps::CRandomFieldGridMap2D::TObservationGMRF::Lambda, mrpt::maps::CRandomFieldGridMap2D::m_gmrf, mrpt::maps::CRandomFieldGridMap2D::m_mrf_factors_activeObs, mrpt::graphs::ScalarFactorGraph::UnaryFactorVirtualBase::node_id, mrpt::maps::CRandomFieldGridMap2D::TObservationGMRF::obsValue, mrpt::maps::CRandomFieldGridMap2D::TObservationGMRF::time_invariant, mrpt::maps::CRandomFieldGridMap2D::updateMapEstimation_GMRF(), mrpt::math::TPoint2D::x, mrpt::utils::CDynamicGrid< TRandomFieldCell >::xy2idx(), and mrpt::math::TPoint2D::y.
Referenced by mrpt::maps::CRandomFieldGridMap2D::insertIndividualReading().
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protectedinherited |
The implementation of "insertObservation" for Achim Lilienthal's map models DM & DM+V.
normReading | Is a [0,1] normalized concentration reading. |
point | Is the sensor location on the map |
is_DMV | = false -> map type is Kernel DM; true -> map type is DM+V |
normReading | Is a [0,1] normalized concentration reading. |
is_DMV | = false -> map type is Kernel DM; true -> map type is DM+V |
Definition at line 585 of file CRandomFieldGridMap2D.cpp.
References ASSERT_, mrpt::maps::TRandomFieldCell::dm_mean, mrpt::maps::TRandomFieldCell::dm_mean_w, mrpt::maps::TRandomFieldCell::dmv_var_mean, MRPT_END, MRPT_LOG_DEBUG, MRPT_LOG_DEBUG_FMT, MRPT_START, mrpt::utils::round(), mrpt::math::square(), mrpt::math::TPoint2D::x, and mrpt::math::TPoint2D::y.
Referenced by mrpt::maps::CRandomFieldGridMap2D::insertIndividualReading().
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protectedinherited |
The implementation of "insertObservation" for the (whole) Kalman Filter map model.
normReading | Is a [0,1] normalized concentration reading. |
point | Is the sensor location on the map |
Definition at line 1204 of file CRandomFieldGridMap2D.cpp.
References ASSERT_, mrpt::utils::CDynamicGrid< TRandomFieldCell >::cellByPos(), mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::KF_defaultCellMeanValue, mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::KF_initialCellStd, mrpt::maps::TRandomFieldCell::kf_mean, mrpt::maps::CRandomFieldGridMap2D::m_cov, mrpt::maps::CRandomFieldGridMap2D::m_insertOptions_common, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_map, mrpt::system::os::memcpy(), MRPT_END, MRPT_LOG_DEBUG, MRPT_LOG_DEBUG_FMT, MRPT_START, mrpt::maps::CRandomFieldGridMap2D::resize(), mrpt::math::square(), mrpt::utils::CTicTac::Tac(), mrpt::utils::CTicTac::Tic(), mrpt::math::TPoint2D::x, mrpt::utils::CDynamicGrid< TRandomFieldCell >::xy2idx(), and mrpt::math::TPoint2D::y.
Referenced by mrpt::maps::CRandomFieldGridMap2D::insertIndividualReading().
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protectedinherited |
The implementation of "insertObservation" for the Efficient Kalman Filter map model.
normReading | Is a [0,1] normalized concentration reading. |
point | Is the sensor location on the map |
Definition at line 2194 of file CRandomFieldGridMap2D.cpp.
References ASSERT_, mrpt::utils::CDynamicGrid< TRandomFieldCell >::cellByPos(), mrpt::utils::CDynamicGrid< TRandomFieldCell >::idx2cxcy(), mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::KF_covSigma, mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::KF_defaultCellMeanValue, mrpt::maps::TRandomFieldCell::kf_mean, mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::KF_observationModelNoise, mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::KF_W_size, mrpt::maps::CRandomFieldGridMap2D::m_hasToRecoverMeanAndCov, mrpt::maps::CRandomFieldGridMap2D::m_insertOptions_common, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_map, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_resolution, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_size_x, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_size_y, mrpt::maps::CRandomFieldGridMap2D::m_stackedCov, min, MRPT_END, MRPT_LOG_DEBUG, MRPT_LOG_DEBUG_FMT, MRPT_LOG_DEBUG_STREAM, MRPT_START, mrpt::maps::CRandomFieldGridMap2D::resize(), mrpt::math::square(), mrpt::utils::CTicTac::Tac(), THROW_EXCEPTION_FMT, mrpt::utils::CTicTac::Tic(), mrpt::math::TPoint2D::x, mrpt::utils::CDynamicGrid< TRandomFieldCell >::x2idx(), mrpt::utils::CDynamicGrid< TRandomFieldCell >::xy2idx(), mrpt::math::TPoint2D::y, and mrpt::utils::CDynamicGrid< TRandomFieldCell >::y2idx().
Referenced by mrpt::maps::CRandomFieldGridMap2D::insertIndividualReading().
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inherited |
A wrapper for smart pointers, just calls the non-smart pointer version.
See: Maps and observations compatibility matrix
Definition at line 109 of file CMetricMap.cpp.
References MRPT_END, MRPT_START, and THROW_EXCEPTION.
Referenced by mrpt::slam::CMetricMapBuilderICP::processObservation().
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overrideprotectedvirtual |
Erase all the contents of the map.
Reimplemented from mrpt::maps::CRandomFieldGridMap2D.
Definition at line 114 of file CWirelessPowerGridMap2D.cpp.
References mrpt::maps::CRandomFieldGridMap2D::internal_clear().
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overrideprotectedvirtual |
Internal method called by computeObservationLikelihood()
Implements mrpt::maps::CMetricMap.
Definition at line 191 of file CWirelessPowerGridMap2D.cpp.
References MRPT_UNUSED_PARAM, and THROW_EXCEPTION.
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static |
Definition at line 79 of file CWirelessPowerGridMap2D.cpp.
References mrpt::maps::CWirelessPowerGridMap2D::TMapDefinition::insertionOpts, mrpt::maps::CWirelessPowerGridMap2D::TMapDefinition::mapType, mrpt::maps::CWirelessPowerGridMap2D::TMapDefinition::max_x, mrpt::maps::CWirelessPowerGridMap2D::TMapDefinition::max_y, mrpt::maps::CWirelessPowerGridMap2D::TMapDefinition::min_x, mrpt::maps::CWirelessPowerGridMap2D::TMapDefinition::min_y, and mrpt::maps::CWirelessPowerGridMap2D::TMapDefinition::resolution.
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overrideprotectedvirtual |
Internal method called by insertObservation()
Implements mrpt::maps::CMetricMap.
Definition at line 126 of file CWirelessPowerGridMap2D.cpp.
References mrpt::maps::CRandomFieldGridMap2D::insertIndividualReading(), insertionOptions, IS_CLASS, mrpt::maps::CRandomFieldGridMap2D::m_average_normreadings_count, mrpt::maps::CRandomFieldGridMap2D::m_average_normreadings_mean, mrpt::maps::CRandomFieldGridMap2D::m_average_normreadings_var, MRPT_END, MRPT_START, mrpt::obs::CObservationWirelessPower::power, mrpt::obs::CObservationWirelessPower::sensorPoseOnRobot, mrpt::math::square(), mrpt::poses::CPoseOrPoint< DERIVEDCLASS >::x(), and mrpt::poses::CPoseOrPoint< DERIVEDCLASS >::y().
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overridevirtualinherited |
Returns true if the map is empty/no observation has been inserted (in this class it always return false, unless redefined otherwise in base classes)
Implements mrpt::maps::CMetricMap.
Definition at line 576 of file CRandomFieldGridMap2D.cpp.
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inlineinherited |
Definition at line 476 of file CRandomFieldGridMap2D.h.
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inlineinherited |
Definition at line 485 of file CRandomFieldGridMap2D.h.
References mrpt::graphs::ScalarFactorGraph::isProfilerEnabled(), and mrpt::maps::CRandomFieldGridMap2D::m_gmrf.
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inherited |
Load the map contents from a CSimpleMap object, erasing all previous content of the map.
This is done invoking insertObservation()
for each observation at the mean 3D robot pose of each pose-observations pair in the CSimpleMap object.
std::exception | Some internal steps in invoked methods can raise exceptions on invalid parameters, etc... |
Definition at line 37 of file CMetricMap.cpp.
References ASSERTMSG_, mrpt::utils::clear(), mrpt::maps::CSimpleMap::get(), and mrpt::maps::CSimpleMap::size().
Referenced by mrpt::maps::CMetricMap::loadFromSimpleMap(), and run_test_pf_localization().
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inlineinherited |
!
This is an overloaded member function, provided for convenience. It differs from the above function only in what argument(s) it accepts.
Definition at line 109 of file CMetricMap.h.
References mrpt::maps::CMetricMap::loadFromProbabilisticPosesAndObservations().
Referenced by mrpt::maps::CRandomFieldGridMap2D::internal_clear().
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inlineprotectedinherited |
Used only from logically const method that really need to modify the object.
Definition at line 47 of file CDynamicGrid.h.
References mrpt::utils::CDynamicGrid< T >::m_map.
Referenced by mrpt::maps::CRandomFieldGridMap2D::recoverMeanAndCov().
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static |
Returns default map definition initializer.
See * mrpt::maps::TMetricMapInitializer
Definition at line 30 of file CWirelessPowerGridMap2D.cpp.
Definition at line 37 of file CWirelessPowerGridMap2D.h.
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inlinenoexcept |
Definition at line 37 of file CWirelessPowerGridMap2D.h.
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inlinenoexcept |
Definition at line 37 of file CWirelessPowerGridMap2D.h.
Definition at line 37 of file CWirelessPowerGridMap2D.h.
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inline |
Definition at line 37 of file CWirelessPowerGridMap2D.h.
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inlinenoexcept |
Definition at line 37 of file CWirelessPowerGridMap2D.h.
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inlinestatic |
Definition at line 37 of file CWirelessPowerGridMap2D.h.
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inline |
Definition at line 37 of file CWirelessPowerGridMap2D.h.
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virtualinherited |
Returns the prediction of the measurement at some (x,y) coordinates, and its certainty (in the form of the expected variance).
x | Query X coordinate |
y | Query Y coordinate |
out_predict_response | The output value |
out_predict_response_variance | The output variance |
do_sensor_normalization | Whether to renormalize the prediction to a predefined interval (R values in insertionOptions) |
interp_method | Interpolation method |
Definition at line 2043 of file CRandomFieldGridMap2D.cpp.
References mrpt::utils::CDynamicGrid< TRandomFieldCell >::cellByIndex(), mrpt::maps::CRandomFieldGridMap2D::computeMeanCellValue_DM_DMV(), mrpt::maps::CRandomFieldGridMap2D::computeVarCellValue_DM_DMV(), mrpt::maps::CRandomFieldGridMap2D::gimBilinear, mrpt::maps::CRandomFieldGridMap2D::gimNearest, mrpt::utils::CDynamicGrid< TRandomFieldCell >::idx2x(), mrpt::utils::CDynamicGrid< TRandomFieldCell >::idx2y(), mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::KF_defaultCellMeanValue, mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::KF_initialCellStd, mrpt::maps::TRandomFieldCell::kf_mean, mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::KF_observationModelNoise, mrpt::maps::TRandomFieldCell::kf_std, mrpt::maps::CRandomFieldGridMap2D::m_average_normreadings_mean, mrpt::maps::CRandomFieldGridMap2D::m_hasToRecoverMeanAndCov, mrpt::maps::CRandomFieldGridMap2D::m_insertOptions_common, mrpt::maps::CRandomFieldGridMap2D::m_mapType, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_resolution, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_x_max, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_x_min, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_y_min, mrpt::maps::CRandomFieldGridMap2D::mrGMRF_SD, mrpt::maps::CRandomFieldGridMap2D::mrKalmanApproximate, mrpt::maps::CRandomFieldGridMap2D::mrKalmanFilter, mrpt::maps::CRandomFieldGridMap2D::mrKernelDM, mrpt::maps::CRandomFieldGridMap2D::mrKernelDMV, MRPT_END, MRPT_START, mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::R_max, mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::R_min, mrpt::maps::CRandomFieldGridMap2D::recoverMeanAndCov(), mrpt::math::square(), THROW_EXCEPTION, mrpt::utils::CDynamicGrid< TRandomFieldCell >::x2idx(), and mrpt::utils::CDynamicGrid< TRandomFieldCell >::y2idx().
Called when you want this object to emit an event to all the observers currently subscribed to this object.
Definition at line 47 of file CObservable.cpp.
References MRPT_END, and MRPT_START.
Referenced by mrpt::gui::CDisplayWindow3D::internal_emitGrabImageEvent(), mrpt::gui::CWindowDialog::OnChar(), mrpt::gui::CWindowDialog::OnClose(), mrpt::gui::C3DWindowDialog::OnClose(), mrpt::gui::CWindowDialog::OnMouseDown(), mrpt::gui::CWindowDialog::OnMouseMove(), mrpt::gui::CWindowDialog::OnResize(), mrpt::gui::C3DWindowDialog::OnResize(), and mrpt::opengl::COpenGLViewport::render().
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overrideprotectedvirtual |
Introduces a pure virtual method responsible for loading from a CStream This can not be used directly be users, instead use "stream >> object;" for reading it from a stream or "stream >> object_ptr;" if the class is unknown apriori.
in | The input binary stream where the object data must read from. |
version | The version of the object stored in the stream: use this version number in your code to know how to read the incoming data. |
std::exception | On any error, see CStream::ReadBuffer |
Implements mrpt::utils::CSerializable.
Definition at line 263 of file CWirelessPowerGridMap2D.cpp.
References ASSERT_, ASSERT_EQUAL_, mrpt::utils::CDynamicGrid< TRandomFieldCell >::dyngridcommon_readFromStream(), mrpt::maps::CMetricMap::genericMapParams, insertionOptions, mrpt::maps::CRandomFieldGridMap2D::m_average_normreadings_count, mrpt::maps::CRandomFieldGridMap2D::m_average_normreadings_mean, mrpt::maps::CRandomFieldGridMap2D::m_average_normreadings_var, mrpt::maps::CRandomFieldGridMap2D::m_cov, mrpt::maps::CRandomFieldGridMap2D::m_hasToRecoverMeanAndCov, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_map, mrpt::maps::CRandomFieldGridMap2D::m_mapType, mrpt::maps::CRandomFieldGridMap2D::m_stackedCov, mean(), and MRPT_THROW_UNKNOWN_SERIALIZATION_VERSION.
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protectedinherited |
In the KF2 implementation, takes the auxiliary matrices and from them update the cells' mean and std values.
Definition at line 2409 of file CRandomFieldGridMap2D.cpp.
References mrpt::maps::CRandomFieldGridMap2D::m_hasToRecoverMeanAndCov, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_map, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_map_castaway_const(), mrpt::maps::CRandomFieldGridMap2D::m_mapType, mrpt::maps::CRandomFieldGridMap2D::m_stackedCov, and mrpt::maps::CRandomFieldGridMap2D::mrKalmanApproximate.
Referenced by mrpt::maps::CRandomFieldGridMap2D::getAs3DObject(), mrpt::maps::CRandomFieldGridMap2D::getAsMatrix(), mrpt::maps::CRandomFieldGridMap2D::getMeanAndCov(), mrpt::maps::CGasConcentrationGridMap2D::increaseUncertainty(), mrpt::maps::CRandomFieldGridMap2D::predictMeasurement(), mrpt::maps::CRandomFieldGridMap2D::saveAsMatlab3DGraph(), mrpt::maps::CRandomFieldGridMap2D::saveMetricMapRepresentationToFile(), mrpt::maps::CRandomFieldGridMap2D::setMeanAndSTD(), and mrpt::maps::CGasConcentrationGridMap2D::simulateAdvection().
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inlinevirtualinherited |
Changes the size of the grid, maintaining previous contents.
Definition at line 129 of file CDynamicGrid.h.
References mrpt::utils::CDynamicGrid< T >::m_map, mrpt::utils::CDynamicGrid< T >::m_resolution, mrpt::utils::CDynamicGrid< T >::m_size_x, mrpt::utils::CDynamicGrid< T >::m_size_y, mrpt::utils::CDynamicGrid< T >::m_x_max, mrpt::utils::CDynamicGrid< T >::m_x_min, mrpt::utils::CDynamicGrid< T >::m_y_max, mrpt::utils::CDynamicGrid< T >::m_y_min, and mrpt::utils::round().
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overridevirtualinherited |
Changes the size of the grid, maintaining previous contents.
Definition at line 883 of file CRandomFieldGridMap2D.cpp.
References ASSERT_, mrpt::utils::CDynamicGrid< TRandomFieldCell >::idx2cxcy(), mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::KF_covSigma, mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::KF_initialCellStd, mrpt::maps::TRandomFieldCell::kf_std, mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::KF_W_size, mrpt::maps::CRandomFieldGridMap2D::m_cov, mrpt::maps::CRandomFieldGridMap2D::m_insertOptions_common, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_map, mrpt::maps::CRandomFieldGridMap2D::m_mapType, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_resolution, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_size_x, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_size_y, mrpt::maps::CRandomFieldGridMap2D::m_stackedCov, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_x_min, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_y_min, mrpt::system::os::memcpy(), mrpt::maps::CRandomFieldGridMap2D::mrKalmanApproximate, mrpt::maps::CRandomFieldGridMap2D::mrKalmanFilter, MRPT_END, MRPT_END_WITH_CLEAN_UP, MRPT_LOG_DEBUG_FMT, MRPT_START, mrpt::utils::round(), and mrpt::math::square().
Referenced by mrpt::maps::CRandomFieldGridMap2D::insertObservation_KF(), and mrpt::maps::CRandomFieldGridMap2D::insertObservation_KF2().
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virtualinherited |
Save the current map as a graphical file (BMP,PNG,...).
The file format will be derived from the file extension (see CImage::saveToFile ) It depends on the map representation model: mrAchim: Each pixel is the ratio mrKalmanFilter: Each pixel is the mean value of the Gaussian that represents each cell.
Definition at line 813 of file CRandomFieldGridMap2D.cpp.
References mrpt::maps::CRandomFieldGridMap2D::getAsBitmapFile(), MRPT_END, and MRPT_START.
Referenced by mrpt::maps::CRandomFieldGridMap2D::saveMetricMapRepresentationToFile().
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virtualinherited |
Save a matlab ".m" file which represents as 3D surfaces the mean and a given confidence level for the concentration of each cell.
This method can only be called in a KF map model.
Definition at line 1469 of file CRandomFieldGridMap2D.cpp.
References ASSERT_, mrpt::utils::CDynamicGrid< TRandomFieldCell >::cellByIndex(), mrpt::system::os::fclose(), mrpt::system::os::fopen(), mrpt::system::os::fprintf(), mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::GMRF_saturate_max, mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::GMRF_saturate_min, mrpt::maps::TRandomFieldCell::kf_mean, mrpt::maps::TRandomFieldCell::kf_std, mrpt::maps::CRandomFieldGridMap2D::m_insertOptions_common, mrpt::maps::CRandomFieldGridMap2D::m_mapType, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_resolution, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_size_x, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_size_y, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_x_max, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_x_min, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_y_max, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_y_min, mrpt::maps::CRandomFieldGridMap2D::mrGMRF_SD, mrpt::maps::CRandomFieldGridMap2D::mrKalmanApproximate, mrpt::maps::CRandomFieldGridMap2D::mrKalmanFilter, MRPT_END, MRPT_START, mrpt::maps::CRandomFieldGridMap2D::recoverMeanAndCov(), mrpt::mrpt::utils::saturate_val(), and THROW_EXCEPTION.
Referenced by mrpt::maps::CRandomFieldGridMap2D::saveMetricMapRepresentationToFile().
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overridevirtualinherited |
The implementation in this class just calls all the corresponding method of the contained metric maps.
Implements mrpt::maps::CMetricMap.
Definition at line 1324 of file CRandomFieldGridMap2D.cpp.
References mrpt::utils::CDynamicGrid< TRandomFieldCell >::cellByIndex(), mrpt::maps::CRandomFieldGridMap2D::computeConfidenceCellValue_DM_DMV(), mrpt::maps::CRandomFieldGridMap2D::computeMeanCellValue_DM_DMV(), mrpt::maps::CRandomFieldGridMap2D::computeVarCellValue_DM_DMV(), mrpt::maps::TRandomFieldCell::gmrf_mean, mrpt::maps::TRandomFieldCell::gmrf_std, mrpt::utils::CDynamicGrid< TRandomFieldCell >::idx2x(), mrpt::utils::CDynamicGrid< TRandomFieldCell >::idx2y(), mrpt::maps::TRandomFieldCell::kf_mean, mrpt::maps::TRandomFieldCell::kf_std, mrpt::maps::CRandomFieldGridMap2D::m_cov, mrpt::maps::CRandomFieldGridMap2D::m_mapType, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_size_x, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_size_y, mrpt::maps::CRandomFieldGridMap2D::m_stackedCov, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_x_max, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_x_min, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_y_max, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_y_min, mrpt::math::MATRIX_FORMAT_FIXED, mrpt::maps::CRandomFieldGridMap2D::mrGMRF_SD, mrpt::maps::CRandomFieldGridMap2D::mrKalmanApproximate, mrpt::maps::CRandomFieldGridMap2D::mrKalmanFilter, mrpt::maps::CRandomFieldGridMap2D::mrKernelDM, mrpt::maps::CRandomFieldGridMap2D::mrKernelDMV, mrpt::maps::CRandomFieldGridMap2D::recoverMeanAndCov(), mrpt::maps::CRandomFieldGridMap2D::saveAsBitmapFile(), mrpt::maps::CRandomFieldGridMap2D::saveAsMatlab3DGraph(), mrpt::utils::CImage::saveToFile(), and THROW_EXCEPTION.
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inlineinherited |
Saves a float representation of the grid (via "cell2float()") to a text file.
Definition at line 329 of file CDynamicGrid.h.
References mrpt::utils::CDynamicGrid< T >::getSizeX(), and mrpt::utils::CDynamicGrid< T >::getSizeY().
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inherited |
Sets a custom object to define the connectivity between cells.
Must call clear() or setSize() afterwards for the changes to take place.
Definition at line 77 of file CRandomFieldGridMap2D.cpp.
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inherited |
Load the mean and STD vectors of the full Kalman filter estimate (works for all KF-based methods).
Definition at line 2454 of file CRandomFieldGridMap2D.cpp.
References ASSERT_, mrpt::maps::CRandomFieldGridMap2D::m_hasToRecoverMeanAndCov, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_map, mrpt::maps::CRandomFieldGridMap2D::m_stackedCov, mrpt::maps::CRandomFieldGridMap2D::recoverMeanAndCov(), and mrpt::math::square().
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inlineinherited |
Changes the size of the grid, ERASING all previous contents.
If fill_value is left as nullptr, the contents of cells may be undefined (some will remain with their old values, the new ones will have the default cell value, but the location of old values may change wrt their old places). If fill_value is not nullptr, it is assured that all cells will have a copy of that value after resizing.
Definition at line 84 of file CDynamicGrid.h.
References mrpt::utils::CDynamicGrid< T >::m_map, mrpt::utils::CDynamicGrid< T >::m_resolution, mrpt::utils::CDynamicGrid< T >::m_size_x, mrpt::utils::CDynamicGrid< T >::m_size_y, mrpt::utils::CDynamicGrid< T >::m_x_max, mrpt::utils::CDynamicGrid< T >::m_x_min, mrpt::utils::CDynamicGrid< T >::m_y_max, mrpt::utils::CDynamicGrid< T >::m_y_min, and mrpt::utils::round().
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virtualinherited |
Changes the size of the grid, erasing previous contents.
[in] | connectivity_descriptor | Optional user-supplied object that will visit all grid cells to define their connectivity with neighbors and the strength of existing edges. If present, it overrides all options in insertionOptions |
Definition at line 67 of file CRandomFieldGridMap2D.cpp.
References mrpt::maps::CMetricMap::clear(), and setSize().
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virtualinherited |
Returns the square distance from the 2D point (x0,y0) to the closest correspondence in the map.
Reimplemented in mrpt::maps::CPointsMap.
Definition at line 170 of file CMetricMap.cpp.
References MRPT_END, MRPT_START, MRPT_UNUSED_PARAM, and THROW_EXCEPTION.
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inherited |
Run the method-specific procedure required to ensure that the mean & variances are up-to-date with all inserted observations.
Definition at line 2476 of file CRandomFieldGridMap2D.cpp.
References mrpt::maps::CRandomFieldGridMap2D::m_mapType, mrpt::maps::CRandomFieldGridMap2D::mrGMRF_SD, mrpt::maps::CRandomFieldGridMap2D::mrKalmanApproximate, mrpt::maps::CRandomFieldGridMap2D::mrKalmanFilter, mrpt::maps::CRandomFieldGridMap2D::mrKernelDM, mrpt::maps::CRandomFieldGridMap2D::mrKernelDMV, THROW_EXCEPTION, and mrpt::maps::CRandomFieldGridMap2D::updateMapEstimation_GMRF().
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protectedinherited |
solves the minimum quadratic system to determine the new concentration of each cell
Definition at line 2568 of file CRandomFieldGridMap2D.cpp.
References ASSERT_, mrpt::graphs::ScalarFactorGraph::eraseConstraint(), mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::GMRF_lambdaObsLoss, mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::GMRF_saturate_max, mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::GMRF_saturate_min, mrpt::maps::CRandomFieldGridMap2D::TInsertionOptionsCommon::GMRF_skip_variance, mrpt::maps::CRandomFieldGridMap2D::m_gmrf, mrpt::maps::CRandomFieldGridMap2D::m_insertOptions_common, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_map, mrpt::maps::CRandomFieldGridMap2D::m_mrf_factors_activeObs, mrpt::mrpt::utils::saturate(), and mrpt::graphs::ScalarFactorGraph::updateEstimation().
Referenced by mrpt::maps::CRandomFieldGridMap2D::insertObservation_GMRF(), and mrpt::maps::CRandomFieldGridMap2D::updateMapEstimation().
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inlinevirtualinherited |
Introduces a pure virtual method responsible for writing to a mxArray
Matlab object, typically a MATLAB struct
whose contents are documented in each derived class.
mxArray
(caller is responsible of memory freeing) or nullptr is class does not support conversion to MATLAB. Definition at line 89 of file CSerializable.h.
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overrideprotectedvirtual |
Introduces a pure virtual method responsible for writing to a CStream.
This can not be used directly be users, instead use "stream << object;" for writing it to a stream.
out | The output binary stream where object must be dumped. |
getVersion | If nullptr, the object must be dumped. If not, only the version of the object dump must be returned in this pointer. This enables the versioning of objects dumping and backward compatibility with previously stored data. |
std::exception | On any error, see CStream::WriteBuffer |
Implements mrpt::utils::CSerializable.
Definition at line 203 of file CWirelessPowerGridMap2D.cpp.
References mrpt::utils::CDynamicGrid< TRandomFieldCell >::dyngridcommon_writeToStream(), mrpt::maps::CMetricMap::genericMapParams, insertionOptions, mrpt::maps::CRandomFieldGridMap2D::m_average_normreadings_count, mrpt::maps::CRandomFieldGridMap2D::m_average_normreadings_mean, mrpt::maps::CRandomFieldGridMap2D::m_average_normreadings_var, mrpt::maps::CRandomFieldGridMap2D::m_cov, mrpt::utils::CDynamicGrid< TRandomFieldCell >::m_map, mrpt::maps::CRandomFieldGridMap2D::m_mapType, mrpt::maps::CRandomFieldGridMap2D::m_stackedCov, and mrpt::utils::CStream::WriteBuffer().
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inlineinherited |
Transform a coordinate values into cell indexes.
Definition at line 268 of file CDynamicGrid.h.
References mrpt::utils::CDynamicGrid< T >::m_resolution, and mrpt::utils::CDynamicGrid< T >::m_x_min.
Referenced by mrpt::maps::CRandomFieldGridMap2D::insertObservation_KF2(), and mrpt::maps::CRandomFieldGridMap2D::predictMeasurement().
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inlineinherited |
Definition at line 276 of file CDynamicGrid.h.
References mrpt::utils::CDynamicGrid< T >::m_size_x, mrpt::utils::CDynamicGrid< T >::x2idx(), and mrpt::utils::CDynamicGrid< T >::y2idx().
Referenced by mrpt::maps::CRandomFieldGridMap2D::insertObservation_GMRF(), mrpt::maps::CRandomFieldGridMap2D::insertObservation_KF(), and mrpt::maps::CRandomFieldGridMap2D::insertObservation_KF2().
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inlineinherited |
Definition at line 272 of file CDynamicGrid.h.
References mrpt::utils::CDynamicGrid< T >::m_resolution, and mrpt::utils::CDynamicGrid< T >::m_y_min.
Referenced by mrpt::maps::CRandomFieldGridMap2D::insertObservation_KF2(), and mrpt::maps::CRandomFieldGridMap2D::predictMeasurement().
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staticprotected |
Definition at line 37 of file CWirelessPowerGridMap2D.h.
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static |
Definition at line 37 of file CWirelessPowerGridMap2D.h.
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inherited |
Common params to all maps.
Definition at line 281 of file CMetricMap.h.
Referenced by mrpt::maps::internal::TMetricMapTypesRegistry::factoryMapObjectFromDefinition(), getAs3DObject(), mrpt::maps::CGasConcentrationGridMap2D::getAs3DObject(), mrpt::maps::CReflectivityGridMap2D::getAs3DObject(), mrpt::maps::CHeightGridMap2D::getAs3DObject(), mrpt::maps::CBeaconMap::getAs3DObject(), mrpt::maps::CRandomFieldGridMap2D::getAs3DObject(), mrpt::maps::CLandmarksMap::getAs3DObject(), mrpt::maps::CPointsMap::getAs3DObject(), mrpt::maps::CGasConcentrationGridMap2D::readFromStream(), readFromStream(), mrpt::maps::CReflectivityGridMap2D::readFromStream(), mrpt::maps::CHeightGridMap2D::readFromStream(), writeToStream(), mrpt::maps::CGasConcentrationGridMap2D::writeToStream(), mrpt::maps::CReflectivityGridMap2D::writeToStream(), and mrpt::maps::CHeightGridMap2D::writeToStream().
mrpt::maps::CWirelessPowerGridMap2D::TInsertionOptions mrpt::maps::CWirelessPowerGridMap2D::insertionOptions |
Referenced by getCommonInsertOptions(), internal_insertObservation(), readFromStream(), and writeToStream().
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protectedinherited |
Definition at line 521 of file CRandomFieldGridMap2D.h.
Referenced by internal_insertObservation(), mrpt::maps::CGasConcentrationGridMap2D::internal_insertObservation(), mrpt::maps::CGasConcentrationGridMap2D::readFromStream(), readFromStream(), writeToStream(), and mrpt::maps::CGasConcentrationGridMap2D::writeToStream().
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protectedinherited |
Definition at line 520 of file CRandomFieldGridMap2D.h.
Referenced by mrpt::maps::CRandomFieldGridMap2D::computeMeanCellValue_DM_DMV(), internal_insertObservation(), mrpt::maps::CGasConcentrationGridMap2D::internal_insertObservation(), mrpt::maps::CRandomFieldGridMap2D::predictMeasurement(), readFromStream(), mrpt::maps::CGasConcentrationGridMap2D::readFromStream(), writeToStream(), and mrpt::maps::CGasConcentrationGridMap2D::writeToStream().
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protectedinherited |
Definition at line 520 of file CRandomFieldGridMap2D.h.
Referenced by mrpt::maps::CRandomFieldGridMap2D::computeVarCellValue_DM_DMV(), internal_insertObservation(), mrpt::maps::CGasConcentrationGridMap2D::internal_insertObservation(), mrpt::maps::CGasConcentrationGridMap2D::readFromStream(), readFromStream(), mrpt::maps::CGasConcentrationGridMap2D::writeToStream(), and writeToStream().
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protectedinherited |
The whole covariance matrix, used for the Kalman Filter map representation.
Definition at line 504 of file CRandomFieldGridMap2D.h.
Referenced by mrpt::maps::CRandomFieldGridMap2D::getMeanAndCov(), mrpt::maps::CRandomFieldGridMap2D::insertObservation_KF(), readFromStream(), mrpt::maps::CGasConcentrationGridMap2D::readFromStream(), mrpt::maps::CRandomFieldGridMap2D::resize(), mrpt::maps::CRandomFieldGridMap2D::saveMetricMapRepresentationToFile(), writeToStream(), and mrpt::maps::CGasConcentrationGridMap2D::writeToStream().
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protectedinherited |
Definition at line 519 of file CRandomFieldGridMap2D.h.
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protectedinherited |
Definition at line 518 of file CRandomFieldGridMap2D.h.
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protectedinherited |
Definition at line 527 of file CRandomFieldGridMap2D.h.
Referenced by mrpt::maps::CRandomFieldGridMap2D::enableProfiler(), mrpt::maps::CRandomFieldGridMap2D::insertObservation_GMRF(), mrpt::maps::CRandomFieldGridMap2D::isProfilerEnabled(), and mrpt::maps::CRandomFieldGridMap2D::updateMapEstimation_GMRF().
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protectedinherited |
Empty: default.
Definition at line 525 of file CRandomFieldGridMap2D.h.
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mutableprotectedinherited |
Only for the KF2 implementation.
Definition at line 514 of file CRandomFieldGridMap2D.h.
Referenced by mrpt::maps::CGasConcentrationGridMap2D::increaseUncertainty(), mrpt::maps::CRandomFieldGridMap2D::insertObservation_KF2(), mrpt::maps::CRandomFieldGridMap2D::predictMeasurement(), mrpt::maps::CGasConcentrationGridMap2D::readFromStream(), readFromStream(), mrpt::maps::CRandomFieldGridMap2D::recoverMeanAndCov(), mrpt::maps::CRandomFieldGridMap2D::setMeanAndSTD(), and mrpt::maps::CGasConcentrationGridMap2D::simulateAdvection().
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protectedinherited |
Common options to all random-field grid maps: pointer that is set to the derived-class instance of "insertOptions" upon construction of this class.
Definition at line 492 of file CRandomFieldGridMap2D.h.
Referenced by mrpt::maps::CRandomFieldGridMap2D::computeConfidenceCellValue_DM_DMV(), mrpt::maps::CRandomFieldGridMap2D::computeMeanCellValue_DM_DMV(), mrpt::maps::CRandomFieldGridMap2D::computeVarCellValue_DM_DMV(), mrpt::maps::CRandomFieldGridMap2D::getAs3DObject(), mrpt::maps::CRandomFieldGridMap2D::getAsMatrix(), mrpt::maps::CRandomFieldGridMap2D::insertIndividualReading(), mrpt::maps::CRandomFieldGridMap2D::insertObservation_KF(), mrpt::maps::CRandomFieldGridMap2D::insertObservation_KF2(), mrpt::maps::CRandomFieldGridMap2D::predictMeasurement(), mrpt::maps::CRandomFieldGridMap2D::resize(), mrpt::maps::CRandomFieldGridMap2D::saveAsMatlab3DGraph(), and mrpt::maps::CRandomFieldGridMap2D::updateMapEstimation_GMRF().
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protectedinherited |
The cells.
Definition at line 44 of file CDynamicGrid.h.
Referenced by mrpt::maps::CRandomFieldGridMap2D::getMeanAndCov(), mrpt::maps::CRandomFieldGridMap2D::getMeanAndSTD(), mrpt::maps::CGasConcentrationGridMap2D::getWindAs3DObject(), mrpt::maps::CGasConcentrationGridMap2D::increaseUncertainty(), mrpt::maps::CRandomFieldGridMap2D::insertObservation_KF(), mrpt::maps::CRandomFieldGridMap2D::insertObservation_KF2(), mrpt::maps::CGasConcentrationGridMap2D::readFromStream(), readFromStream(), mrpt::maps::CRandomFieldGridMap2D::recoverMeanAndCov(), mrpt::maps::CRandomFieldGridMap2D::resize(), mrpt::maps::CRandomFieldGridMap2D::setMeanAndSTD(), mrpt::maps::CGasConcentrationGridMap2D::simulateAdvection(), mrpt::maps::CRandomFieldGridMap2D::updateMapEstimation_GMRF(), mrpt::maps::CGasConcentrationGridMap2D::writeToStream(), and writeToStream().
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protectedinherited |
The map representation type of this map, as passed in the constructor.
Definition at line 500 of file CRandomFieldGridMap2D.h.
Referenced by mrpt::maps::CRandomFieldGridMap2D::getAs3DObject(), mrpt::maps::CRandomFieldGridMap2D::getAsMatrix(), mrpt::maps::CRandomFieldGridMap2D::getMapType(), mrpt::maps::CRandomFieldGridMap2D::insertIndividualReading(), mrpt::maps::CRandomFieldGridMap2D::predictMeasurement(), readFromStream(), mrpt::maps::CGasConcentrationGridMap2D::readFromStream(), mrpt::maps::CRandomFieldGridMap2D::recoverMeanAndCov(), mrpt::maps::CRandomFieldGridMap2D::resize(), mrpt::maps::CRandomFieldGridMap2D::saveAsMatlab3DGraph(), mrpt::maps::CRandomFieldGridMap2D::saveMetricMapRepresentationToFile(), mrpt::maps::CRandomFieldGridMap2D::updateMapEstimation(), mrpt::maps::CGasConcentrationGridMap2D::writeToStream(), and writeToStream().
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protectedinherited |
Vector with the active observations and their respective Information.
Definition at line 575 of file CRandomFieldGridMap2D.h.
Referenced by mrpt::maps::CRandomFieldGridMap2D::insertObservation_GMRF(), and mrpt::maps::CRandomFieldGridMap2D::updateMapEstimation_GMRF().
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protectedinherited |
Vector with the precomputed priors for each GMRF model.
Definition at line 577 of file CRandomFieldGridMap2D.h.
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static |
ID used to initialize class registration (just ignore it)
Definition at line 92 of file CWirelessPowerGridMap2D.h.
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protectedinherited |
Definition at line 52 of file CDynamicGrid.h.
Referenced by mrpt::maps::CRandomFieldGridMap2D::getAs3DObject(), mrpt::maps::CRandomFieldGridMap2D::insertObservation_KF2(), mrpt::maps::CRandomFieldGridMap2D::predictMeasurement(), mrpt::maps::CRandomFieldGridMap2D::resize(), and mrpt::maps::CRandomFieldGridMap2D::saveAsMatlab3DGraph().
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protectedinherited |
Definition at line 487 of file CRandomFieldGridMap2D.h.
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protectedinherited |
Definition at line 53 of file CDynamicGrid.h.
Referenced by mrpt::maps::CRandomFieldGridMap2D::getAs3DObject(), mrpt::maps::CRandomFieldGridMap2D::getAsMatrix(), mrpt::maps::CRandomFieldGridMap2D::insertObservation_KF2(), mrpt::maps::CRandomFieldGridMap2D::resize(), mrpt::maps::CRandomFieldGridMap2D::saveAsMatlab3DGraph(), and mrpt::maps::CRandomFieldGridMap2D::saveMetricMapRepresentationToFile().
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protectedinherited |
Definition at line 53 of file CDynamicGrid.h.
Referenced by mrpt::maps::CRandomFieldGridMap2D::getAs3DObject(), mrpt::maps::CRandomFieldGridMap2D::getAsMatrix(), mrpt::maps::CRandomFieldGridMap2D::insertObservation_KF2(), mrpt::maps::CRandomFieldGridMap2D::resize(), mrpt::maps::CRandomFieldGridMap2D::saveAsMatlab3DGraph(), and mrpt::maps::CRandomFieldGridMap2D::saveMetricMapRepresentationToFile().
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protectedinherited |
The compressed band diagonal matrix for the KF2 implementation.
The format is a Nx(W^2+2W+1) matrix, one row per cell in the grid map with the cross-covariances between each cell and half of the window around it in the grid.
Definition at line 512 of file CRandomFieldGridMap2D.h.
Referenced by mrpt::maps::CRandomFieldGridMap2D::getMeanAndSTD(), mrpt::maps::CGasConcentrationGridMap2D::increaseUncertainty(), mrpt::maps::CRandomFieldGridMap2D::insertObservation_KF2(), readFromStream(), mrpt::maps::CGasConcentrationGridMap2D::readFromStream(), mrpt::maps::CRandomFieldGridMap2D::recoverMeanAndCov(), mrpt::maps::CRandomFieldGridMap2D::resize(), mrpt::maps::CRandomFieldGridMap2D::saveMetricMapRepresentationToFile(), mrpt::maps::CRandomFieldGridMap2D::setMeanAndSTD(), mrpt::maps::CGasConcentrationGridMap2D::simulateAdvection(), mrpt::maps::CGasConcentrationGridMap2D::writeToStream(), and writeToStream().
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protectedinherited |
Definition at line 52 of file CDynamicGrid.h.
Referenced by mrpt::maps::CRandomFieldGridMap2D::predictMeasurement(), mrpt::maps::CRandomFieldGridMap2D::saveAsMatlab3DGraph(), and mrpt::maps::CRandomFieldGridMap2D::saveMetricMapRepresentationToFile().
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protectedinherited |
Definition at line 52 of file CDynamicGrid.h.
Referenced by mrpt::maps::CRandomFieldGridMap2D::getAs3DObject(), mrpt::maps::CRandomFieldGridMap2D::predictMeasurement(), mrpt::maps::CRandomFieldGridMap2D::resize(), mrpt::maps::CRandomFieldGridMap2D::saveAsMatlab3DGraph(), and mrpt::maps::CRandomFieldGridMap2D::saveMetricMapRepresentationToFile().
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protectedinherited |
Definition at line 52 of file CDynamicGrid.h.
Referenced by mrpt::maps::CRandomFieldGridMap2D::saveAsMatlab3DGraph(), and mrpt::maps::CRandomFieldGridMap2D::saveMetricMapRepresentationToFile().
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protectedinherited |
Definition at line 52 of file CDynamicGrid.h.
Referenced by mrpt::maps::CRandomFieldGridMap2D::getAs3DObject(), mrpt::maps::CRandomFieldGridMap2D::predictMeasurement(), mrpt::maps::CRandomFieldGridMap2D::resize(), mrpt::maps::CRandomFieldGridMap2D::saveAsMatlab3DGraph(), and mrpt::maps::CRandomFieldGridMap2D::saveMetricMapRepresentationToFile().
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staticprotected |
Definition at line 37 of file CWirelessPowerGridMap2D.h.
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