The class for storing individual "beacon landmarks" under a variety of 3D position PDF distributions.
This class is used for storage within the class CBeaconMap. The class implements the same methods than the interface "CPointPDF", and invoking them actually becomes a mapping into the methods of the current PDF representation of the beacon, selectable by means of "m_typePDF"
#include <mrpt/maps/CBeacon.h>
Public Types | |
enum | TTypePDF { pdfMonteCarlo = 0, pdfGauss, pdfSOG } |
See m_typePDF. More... | |
typedef int64_t | TBeaconID |
The type for the IDs of landmarks. More... | |
enum | { is_3D_val = 1 } |
enum | { is_PDF_val = 1 } |
typedef CPoint3D | type_value |
The type of the state the PDF represents. More... | |
typedef CProbabilityDensityFunction< CPoint3D, STATE_LEN > | self_t |
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 |
CBeacon () | |
Default constructor. More... | |
virtual | ~CBeacon () |
Virtual destructor. More... | |
void | getMean (mrpt::poses::CPoint3D &mean_point) const override |
Returns an estimate of the point, (the mean, or mathematical expectation of the PDF). More... | |
void | getCovarianceAndMean (mrpt::math::CMatrixDouble33 &cov, mrpt::poses::CPoint3D &mean_point) const override |
Returns an estimate of the point covariance matrix (3x3 cov matrix) and the mean, both at once. More... | |
void | copyFrom (const mrpt::poses::CPointPDF &o) override |
Copy operator, translating if necesary (for example, between particles and gaussian representations) More... | |
void | saveToTextFile (const std::string &file) const override |
Save PDF's particles to a text file. More... | |
void | changeCoordinatesReference (const mrpt::poses::CPose3D &newReferenceBase) override |
this = p (+) this. More... | |
void | getAs3DObject (mrpt::opengl::CSetOfObjects::Ptr &outObj) const |
Saves a 3D representation of the beacon into a given OpenGL scene. More... | |
void | getAsMatlabDrawCommands (utils::CStringList &out_Str) const |
Gets a set of MATLAB commands which draw the current state of the beacon: More... | |
void | drawSingleSample (mrpt::poses::CPoint3D &outSample) const override |
Draw a sample from the pdf. More... | |
void | bayesianFusion (const CPointPDF &p1, const CPointPDF &p2, const double &minMahalanobisDistToDrop=0) override |
Bayesian fusion of two point distributions (product of two distributions->new distribution), then save the result in this object (WARNING: See implementing classes to see classes that can and cannot be mixtured!) More... | |
void | generateObservationModelDistribution (const float &sensedRange, mrpt::poses::CPointPDFSOG &outPDF, const CBeaconMap *myBeaconMap, const mrpt::poses::CPoint3D &sensorPntOnRobot, const mrpt::poses::CPoint3D ¢erPoint=mrpt::poses::CPoint3D(0, 0, 0), const float &maxDistanceFromCenter=0) const |
Compute the observation model p(z_t|x_t) for a given observation (range value), and return it as an approximate SOG. More... | |
virtual void | bayesianFusion (const CPointPDF &p1, const CPointPDF &p2, const double &minMahalanobisDistToDrop=0)=0 |
Bayesian fusion of two point distributions (product of two distributions->new distribution), then save the result in this object (WARNING: See implementing classes to see classes that can and cannot be mixtured!) More... | |
template<class OPENGL_SETOFOBJECTSPTR > | |
void | getAs3DObject (OPENGL_SETOFOBJECTSPTR &out_obj) const |
Returns a 3D representation of this PDF (it doesn't clear the current contents of out_obj, but append new OpenGL objects to that list) More... | |
template<class OPENGL_SETOFOBJECTSPTR , class OPENGL_SETOFOBJECTS > | |
OPENGL_SETOFOBJECTSPTR | getAs3DObject () const |
Returns a 3D representation of this PDF. More... | |
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... | |
virtual void | getMean (CPoint3D &mean_point) const=0 |
Returns the mean, or mathematical expectation of the probability density distribution (PDF). More... | |
virtual void | getCovarianceAndMean (mrpt::math::CMatrixFixedNumeric< double, STATE_LEN, STATE_LEN > &cov, CPoint3D &mean_point) const=0 |
Returns an estimate of the pose covariance matrix (STATE_LENxSTATE_LEN cov matrix) and the mean, both at once. More... | |
void | getCovarianceDynAndMean (mrpt::math::CMatrixDouble &cov, CPoint3D &mean_point) const |
Returns an estimate of the pose covariance matrix (STATE_LENxSTATE_LEN cov matrix) and the mean, both at once. More... | |
CPoint3D | getMeanVal () const |
Returns the mean, or mathematical expectation of the probability density distribution (PDF). More... | |
void | getCovariance (mrpt::math::CMatrixDouble &cov) const |
Returns the estimate of the covariance matrix (STATE_LEN x STATE_LEN covariance matrix) More... | |
void | getCovariance (mrpt::math::CMatrixFixedNumeric< double, STATE_LEN, STATE_LEN > &cov) const |
Returns the estimate of the covariance matrix (STATE_LEN x STATE_LEN covariance matrix) More... | |
mrpt::math::CMatrixFixedNumeric< double, STATE_LEN, STATE_LEN > | getCovariance () const |
Returns the estimate of the covariance matrix (STATE_LEN x STATE_LEN covariance matrix) More... | |
virtual bool | isInfType () const |
Returns whether the class instance holds the uncertainty in covariance or information form. More... | |
virtual void | getInformationMatrix (mrpt::math::CMatrixFixedNumeric< double, STATE_LEN, STATE_LEN > &inf) const |
Returns the information (inverse covariance) matrix (a STATE_LEN x STATE_LEN matrix) Unless reimplemented in derived classes, this method first reads the covariance, then invert it. More... | |
virtual void | drawSingleSample (CPoint3D &outPart) const=0 |
Draws a single sample from the distribution. More... | |
virtual void | drawManySamples (size_t N, std::vector< mrpt::math::CVectorDouble > &outSamples) const |
Draws a number of samples from the distribution, and saves as a list of 1xSTATE_LEN vectors, where each row contains a (x,y,z,yaw,pitch,roll) datum. More... | |
double | getCovarianceEntropy () const |
Compute the entropy of the estimated covariance matrix. 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) |
static void | generateRingSOG (const float &sensedRange, mrpt::poses::CPointPDFSOG &outPDF, const CBeaconMap *myBeaconMap, const mrpt::poses::CPoint3D &sensorPnt, const mrpt::math::CMatrixDouble33 *covarianceCompositionToAdd=nullptr, bool clearPreviousContentsOutPDF=true, const mrpt::poses::CPoint3D ¢erPoint=mrpt::poses::CPoint3D(0, 0, 0), const float &maxDistanceFromCenter=0) |
This static method returns a SOG with ring-shape (or as a 3D sphere) that can be used to initialize a beacon if observed the first time. More... | |
static bool | is_3D () |
static bool | is_PDF () |
Public Attributes | |
TTypePDF | m_typePDF |
Which one of the different 3D point PDF is currently used in this object: montecarlo, gaussian, or a sum of gaussians. More... | |
mrpt::poses::CPointPDFParticles | m_locationMC |
The individual PDF, if m_typePDF=pdfMonteCarlo (publicly accesible for ease of use, but the CPointPDF interface is also implemented in CBeacon). More... | |
mrpt::poses::CPointPDFGaussian | m_locationGauss |
The individual PDF, if m_typePDF=pdfGauss (publicly accesible for ease of use, but the CPointPDF interface is also implemented in CBeacon). More... | |
mrpt::poses::CPointPDFSOG | m_locationSOG |
The individual PDF, if m_typePDF=pdfSOG (publicly accesible for ease of use, but the CPointPDF interface is also implemented in CBeacon). More... | |
TBeaconID | m_ID |
An ID for the landmark (see details next...) This ID was introduced in the version 3 of this class (21/NOV/2006), and its aim is to provide a way for easily establishing correspondences between landmarks detected in sequential image frames. More... | |
Static Public Attributes | |
static const size_t | state_length |
The length of the variable, for example, 3 for a 3D point, 6 for a 3D pose (x y z yaw pitch roll). More... | |
Protected Member Functions | |
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... | |
RTTI stuff | |
using | Ptr = std::shared_ptr< CBeacon > |
using | ConstPtr = std::shared_ptr< const CBeacon > |
static mrpt::utils::CLASSINIT | _init_CBeacon |
static const mrpt::utils::TRuntimeClassId | runtimeClassId |
static constexpr const char * | className = "CBeacon" |
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... | |
using mrpt::maps::CBeacon::ConstPtr = std::shared_ptr<const CBeacon > |
using mrpt::maps::CBeacon::Ptr = std::shared_ptr< CBeacon > |
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inherited |
Definition at line 37 of file CProbabilityDensityFunction.h.
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inherited |
The type of the state the PDF represents.
Definition at line 36 of file CProbabilityDensityFunction.h.
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inherited |
Enumerator | |
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is_3D_val |
Definition at line 64 of file CPointPDF.h.
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inherited |
Enumerator | |
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is_PDF_val |
Definition at line 69 of file CPointPDF.h.
CBeacon::CBeacon | ( | ) |
Default constructor.
Definition at line 38 of file CBeacon.cpp.
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virtual |
Virtual destructor.
Definition at line 50 of file CBeacon.cpp.
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staticprotected |
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pure virtualinherited |
Bayesian fusion of two point distributions (product of two distributions->new distribution), then save the result in this object (WARNING: See implementing classes to see classes that can and cannot be mixtured!)
p1 | The first distribution to fuse |
p2 | The second distribution to fuse |
minMahalanobisDistToDrop | If set to different of 0, the result of very separate Gaussian modes (that will result in negligible components) in SOGs will be dropped to reduce the number of modes in the output. |
Implemented in mrpt::poses::CPointPDFSOG, mrpt::poses::CPointPDFGaussian, and mrpt::poses::CPointPDFParticles.
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override |
Bayesian fusion of two point distributions (product of two distributions->new distribution), then save the result in this object (WARNING: See implementing classes to see classes that can and cannot be mixtured!)
p1 | The first distribution to fuse |
p2 | The second distribution to fuse |
minMahalanobisDistToDrop | If set to different of 0, the result of very separate Gaussian modes (that will result in negligible components) in SOGs will be dropped to reduce the number of modes in the output. |
Definition at line 139 of file CBeacon.cpp.
References MRPT_END, MRPT_START, and THROW_EXCEPTION.
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overridevirtual |
this = p (+) this.
This can be used to convert a PDF from local coordinates to global, providing the point (newReferenceBase) from which "to project" the current pdf. Result PDF substituted the currently stored one in the object.
Implements mrpt::utils::CProbabilityDensityFunction< CPoint3D, 3 >.
Definition at line 233 of file CBeacon.cpp.
References MRPT_END, MRPT_START, and THROW_EXCEPTION.
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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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overridevirtual |
Copy operator, translating if necesary (for example, between particles and gaussian representations)
Implements mrpt::poses::CPointPDF.
Definition at line 187 of file CBeacon.cpp.
References MRPT_END, MRPT_START, and THROW_EXCEPTION.
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inlinestatic |
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static |
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inlinevirtualinherited |
Draws a number of samples from the distribution, and saves as a list of 1xSTATE_LEN vectors, where each row contains a (x,y,z,yaw,pitch,roll) datum.
This base method just call N times to drawSingleSample, but derived classes should implemented optimized method for each particular PDF.
Definition at line 154 of file CProbabilityDensityFunction.h.
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pure virtualinherited |
Draws a single sample from the distribution.
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override |
Draw a sample from the pdf.
Definition at line 164 of file CBeacon.cpp.
References MRPT_END, MRPT_START, and THROW_EXCEPTION.
void CBeacon::generateObservationModelDistribution | ( | const float & | sensedRange, |
mrpt::poses::CPointPDFSOG & | outPDF, | ||
const CBeaconMap * | myBeaconMap, | ||
const mrpt::poses::CPoint3D & | sensorPntOnRobot, | ||
const mrpt::poses::CPoint3D & | centerPoint = mrpt::poses::CPoint3D(0, 0, 0) , |
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const float & | maxDistanceFromCenter = 0 |
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) | const |
Compute the observation model p(z_t|x_t) for a given observation (range value), and return it as an approximate SOG.
Note that if the beacon is a SOG itself, the number of gaussian modes will be square. As a speed-up, if a "center point"+"maxDistanceFromCenter" is supplied (maxDistanceFromCenter!=0), those modes farther than this sphere will be discarded. Parameters such as the stdSigma of the sensor are gathered from "myBeaconMap" The result is one "ring" for each Gaussian mode that represent the beacon position in this object. The position of the sensor on the robot is used to shift the resulting densities such as they represent the position of the robot, not the sensor.
Definition at line 434 of file CBeacon.cpp.
References ASSERT_, mrpt::poses::CPointPDFSOG::clear(), generateRingSOG(), mrpt::poses::CPointPDFSOG::get(), mrpt::poses::CPointPDFSOG::TGaussianMode::log_w, MRPT_END, MRPT_START, mrpt::poses::CPointPDFSOG::push_back(), mrpt::poses::CPointPDFSOG::size(), mrpt::poses::CPointPDFSOG::TGaussianMode::val, val, mrpt::poses::CPoseOrPoint< DERIVEDCLASS >::x(), and mrpt::poses::CPoseOrPoint< DERIVEDCLASS >::y().
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static |
This static method returns a SOG with ring-shape (or as a 3D sphere) that can be used to initialize a beacon if observed the first time.
sensorPnt is the center of the ring/sphere, i.e. the absolute position of the range sensor. If clearPreviousContentsOutPDF=false, the SOG modes will be added to the current contents of outPDF If the 3x3 matrix covarianceCompositionToAdd is provided, it will be add to every Gaussian (to model the composition of uncertainty).
Definition at line 496 of file CBeacon.cpp.
References ASSERT_, mrpt::poses::CPointPDFGaussian::cov, DEG2RAD, mrpt::poses::CPoseOrPoint< DERIVEDCLASS >::distanceTo(), mrpt::math::generateAxisBaseFromDirection(), mrpt::poses::CPointPDFSOG::get(), mrpt::maps::CBeaconMap::insertionOptions, mrpt::maps::CBeaconMap::likelihoodOptions, mrpt::poses::CPointPDFSOG::TGaussianMode::log_w, M_2PI, M_2PIf, mrpt::maps::CBeaconMap::TInsertionOptions::maxElevation_deg, mrpt::poses::CPointPDFGaussian::mean, mrpt::maps::CBeaconMap::TInsertionOptions::minElevation_deg, MRPT_END, MRPT_START, R, mrpt::maps::CBeaconMap::TLikelihoodOptions::rangeStd, mrpt::poses::CPointPDFSOG::resize(), mrpt::poses::CPointPDFSOG::size(), mrpt::maps::CBeaconMap::TInsertionOptions::SOG_maxDistBetweenGaussians, mrpt::maps::CBeaconMap::TInsertionOptions::SOG_separationConstant, mrpt::math::square(), mrpt::poses::CPointPDFSOG::TGaussianMode::val, mrpt::poses::CPoseOrPoint< DERIVEDCLASS >::x(), and mrpt::poses::CPoseOrPoint< DERIVEDCLASS >::y().
Referenced by generateObservationModelDistribution(), and mrpt::maps::CBeaconMap::internal_insertObservation().
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inlineinherited |
Returns a 3D representation of this PDF (it doesn't clear the current contents of out_obj, but append new OpenGL objects to that list)
Definition at line 83 of file CPointPDF.h.
References mrpt::opengl::posePDF2opengl().
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inlineinherited |
Returns a 3D representation of this PDF.
Definition at line 94 of file CPointPDF.h.
References mrpt::opengl::posePDF2opengl().
void CBeacon::getAs3DObject | ( | mrpt::opengl::CSetOfObjects::Ptr & | outObj | ) | const |
Saves a 3D representation of the beacon into a given OpenGL scene.
Definition at line 256 of file CBeacon.cpp.
References mrpt::format(), MRPT_END, MRPT_START, THROW_EXCEPTION, mrpt::poses::CPoseOrPoint< DERIVEDCLASS >::x(), and mrpt::poses::CPoseOrPoint< DERIVEDCLASS >::y().
void CBeacon::getAsMatlabDrawCommands | ( | utils::CStringList & | out_Str | ) | const |
Gets a set of MATLAB commands which draw the current state of the beacon:
Definition at line 324 of file CBeacon.cpp.
References mrpt::utils::CStringList::add(), mrpt::utils::CStringList::clear(), MRPT_END, MRPT_START, mrpt::system::os::sprintf(), THROW_EXCEPTION, val, mrpt::poses::CPoseOrPoint< DERIVEDCLASS >::x(), and mrpt::poses::CPoseOrPoint< DERIVEDCLASS >::y().
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inlineinherited |
Returns the estimate of the covariance matrix (STATE_LEN x STATE_LEN covariance matrix)
Definition at line 81 of file CProbabilityDensityFunction.h.
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inlineinherited |
Returns the estimate of the covariance matrix (STATE_LEN x STATE_LEN covariance matrix)
Definition at line 91 of file CProbabilityDensityFunction.h.
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inlineinherited |
Returns the estimate of the covariance matrix (STATE_LEN x STATE_LEN covariance matrix)
Definition at line 104 of file CProbabilityDensityFunction.h.
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pure virtualinherited |
Returns an estimate of the pose covariance matrix (STATE_LENxSTATE_LEN cov matrix) and the mean, both at once.
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override |
Returns an estimate of the point covariance matrix (3x3 cov matrix) and the mean, both at once.
Definition at line 116 of file CBeacon.cpp.
References MRPT_END, MRPT_START, and THROW_EXCEPTION.
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inlineinherited |
Returns an estimate of the pose covariance matrix (STATE_LENxSTATE_LEN cov matrix) and the mean, both at once.
Definition at line 57 of file CProbabilityDensityFunction.h.
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inlineinherited |
Compute the entropy of the estimated covariance matrix.
Definition at line 178 of file CProbabilityDensityFunction.h.
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inlinevirtualinherited |
Returns the information (inverse covariance) matrix (a STATE_LEN x STATE_LEN matrix) Unless reimplemented in derived classes, this method first reads the covariance, then invert it.
Definition at line 127 of file CProbabilityDensityFunction.h.
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pure virtualinherited |
Returns the mean, or mathematical expectation of the probability density distribution (PDF).
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override |
Returns an estimate of the point, (the mean, or mathematical expectation of the PDF).
Definition at line 93 of file CBeacon.cpp.
References MRPT_END, MRPT_START, and THROW_EXCEPTION.
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inlineinherited |
Returns the mean, or mathematical expectation of the probability density distribution (PDF).
Definition at line 70 of file CProbabilityDensityFunction.h.
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overridevirtual |
Returns information about the class of an object in runtime.
Reimplemented from mrpt::poses::CPointPDF.
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static |
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inlinestaticinherited |
Definition at line 68 of file CPointPDF.h.
References mrpt::poses::CPointPDF::is_3D_val.
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inlinestaticinherited |
Definition at line 73 of file CPointPDF.h.
References mrpt::poses::CPointPDF::is_PDF_val.
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inlinevirtualinherited |
Returns whether the class instance holds the uncertainty in covariance or information form.
Definition at line 120 of file CProbabilityDensityFunction.h.
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inline |
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inlinenoexcept |
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inline |
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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 73 of file CBeacon.cpp.
References MRPT_THROW_UNKNOWN_SERIALIZATION_VERSION.
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overridevirtual |
Save PDF's particles to a text file.
See derived classes for more information about the format of generated files
Implements mrpt::utils::CProbabilityDensityFunction< CPoint3D, 3 >.
Definition at line 210 of file CBeacon.cpp.
References MRPT_END, MRPT_START, and THROW_EXCEPTION.
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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 56 of file CBeacon.cpp.
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staticprotected |
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static |
TBeaconID mrpt::maps::CBeacon::m_ID |
An ID for the landmark (see details next...) This ID was introduced in the version 3 of this class (21/NOV/2006), and its aim is to provide a way for easily establishing correspondences between landmarks detected in sequential image frames.
Thus, the management of this field should be:
Note that this field is never fill out automatically, it must be set by the programmer if used.
Definition at line 98 of file CBeacon.h.
Referenced by mrpt::maps::CBeaconMap::internal_insertObservation().
mrpt::poses::CPointPDFGaussian mrpt::maps::CBeacon::m_locationGauss |
The individual PDF, if m_typePDF=pdfGauss (publicly accesible for ease of use, but the CPointPDF interface is also implemented in CBeacon).
Definition at line 72 of file CBeacon.h.
Referenced by mrpt::maps::CBeaconMap::internal_computeObservationLikelihood(), and mrpt::maps::CBeaconMap::internal_insertObservation().
mrpt::poses::CPointPDFParticles mrpt::maps::CBeacon::m_locationMC |
The individual PDF, if m_typePDF=pdfMonteCarlo (publicly accesible for ease of use, but the CPointPDF interface is also implemented in CBeacon).
Definition at line 69 of file CBeacon.h.
Referenced by mrpt::maps::CBeaconMap::internal_computeObservationLikelihood(), and mrpt::maps::CBeaconMap::internal_insertObservation().
mrpt::poses::CPointPDFSOG mrpt::maps::CBeacon::m_locationSOG |
The individual PDF, if m_typePDF=pdfSOG (publicly accesible for ease of use, but the CPointPDF interface is also implemented in CBeacon).
Definition at line 75 of file CBeacon.h.
Referenced by mrpt::maps::CBeaconMap::internal_computeObservationLikelihood(), and mrpt::maps::CBeaconMap::internal_insertObservation().
TTypePDF mrpt::maps::CBeacon::m_typePDF |
Which one of the different 3D point PDF is currently used in this object: montecarlo, gaussian, or a sum of gaussians.
Definition at line 64 of file CBeacon.h.
Referenced by mrpt::maps::CBeaconMap::internal_computeObservationLikelihood(), and mrpt::maps::CBeaconMap::internal_insertObservation().
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staticprotected |
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staticinherited |
The length of the variable, for example, 3 for a 3D point, 6 for a 3D pose (x y z yaw pitch roll).
Definition at line 34 of file CProbabilityDensityFunction.h.
Referenced by mrpt::poses::CPointPDFGaussian::productIntegralWith(), and mrpt::poses::CPointPDFGaussian::productIntegralWith2D().
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