scanmatch measurement that also calibrates an offset for the laser More...

#include <edge_se2_sensor_calib.h>

Inheritance diagram for g2o::EdgeSE2SensorCalib:

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Collaboration diagram for g2o::EdgeSE2SensorCalib:

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Public Member Functions
	EdgeSE2SensorCalib ()

void	computeError ()

void	setMeasurement (const SE2 &m)

virtual double	initialEstimatePossible (const OptimizableGraph::VertexSet &from, OptimizableGraph::Vertex *to)

virtual void	initialEstimate (const OptimizableGraph::VertexSet &from, OptimizableGraph::Vertex *to)

virtual bool	read (std::istream &is)
	read the vertex from a stream, i.e., the internal state of the vertex

virtual bool	write (std::ostream &os) const
	write the vertex to a stream

Public Member Functions inherited from g2o::BaseFixedSizedEdge< 3, SE2, VertexSE2, VertexSE2, VertexSE2 >
constexpr std::enable_if< VertexXnType< VertexN >::Dimension!=-1, int >::type	vertexDimension () const

std::enable_if< VertexXnType< VertexN >::Dimension==-1, int >::type	vertexDimension () const

const VertexXnType< VertexN > *	vertexXn () const

VertexXnType< VertexN > *	vertexXn ()

	BaseFixedSizedEdge ()

OptimizableGraph::Vertex *	createVertex (int i, CtorArgs... args)
	create an instance of the Nth VertexType

virtual void	resize (size_t size)

bool	allVerticesFixedNs (std::index_sequence< Ints... >) const

bool	allVerticesFixedNs (std::index_sequence< Ints... >) const

virtual bool	allVerticesFixed () const

virtual void	linearizeOplus (JacobianWorkspace &jacobianWorkspace)

virtual void	linearizeOplus ()

void	linearizeOplus_allocate (JacobianWorkspace &jacobianWorkspace, std::index_sequence< Ints... >)

void	linearizeOplus_allocate (JacobianWorkspace &jacobianWorkspace, std::index_sequence< Ints... >)

void	linearizeOplusNs (std::index_sequence< Ints... >)

void	linearizeOplusNs (std::index_sequence< Ints... >)

void	linearizeOplusN ()

void	linearizeOplusN ()

const std::tuple_element< N, std::tuple< JacobianType< D, VertexTypes::Dimension >... > >::type &	jacobianOplusXn () const

std::tuple_element< N, std::tuple< JacobianType< D, VertexTypes::Dimension >... > >::type &	jacobianOplusXn ()

virtual void	constructQuadraticForm ()

void	constructQuadraticFormNs (const InformationType &omega, const ErrorVector &weightedError, std::index_sequence< Ints... >)

void	constructQuadraticFormNs (const InformationType &omega, const ErrorVector &weightedError, std::index_sequence< Ints... >)

void	constructQuadraticFormN (const InformationType &omega, const ErrorVector &weightedError)

void	constructQuadraticFormN (const InformationType &omega, const ErrorVector &weightedError)

void	constructOffDiagonalQuadraticFormMs (const AtOType &, std::index_sequence<>)

void	constructOffDiagonalQuadraticFormMs (const AtOType &AtO, std::index_sequence< Ints... >)

void	constructOffDiagonalQuadraticFormMs (const AtOType &, std::index_sequence<>)

void	constructOffDiagonalQuadraticFormMs (const AtOType &AtO, std::index_sequence< Ints... >)

void	constructOffDiagonalQuadraticFormM (const AtOType &AtO)

void	constructOffDiagonalQuadraticFormM (const AtOType &AtO)

virtual void	mapHessianMemory (double *d, int i, int j, bool rowMajor)

Public Member Functions inherited from g2o::BaseEdge< D, E >
	BaseEdge ()

BaseEdge &	operator= (const BaseEdge &)=delete

	BaseEdge (const BaseEdge &)=delete

virtual	~BaseEdge ()

virtual double	chi2 () const

virtual const double *	errorData () const
	returns the error vector cached after calling the computeError;

virtual double *	errorData ()

const ErrorVector &	error () const

ErrorVector &	error ()

EIGEN_STRONG_INLINE const InformationType &	information () const
	information matrix of the constraint

EIGEN_STRONG_INLINE InformationType &	information ()

void	setInformation (const InformationType &information)

virtual const double *	informationData () const

virtual double *	informationData ()

EIGEN_STRONG_INLINE const Measurement &	measurement () const
	accessor functions for the measurement represented by the edge

virtual void	setMeasurement (const Measurement &m)

virtual int	rank () const

template<int Dim = D>
std::enable_if< Dim==-1, void >::type	setDimension (int dim)

Public Member Functions inherited from g2o::OptimizableGraph::Edge
	Edge ()

virtual	~Edge ()

virtual bool	setMeasurementData (const double *m)

virtual bool	getMeasurementData (double *m) const

virtual int	measurementDimension () const

virtual bool	setMeasurementFromState ()

RobustKernel *	robustKernel () const
	if NOT NULL, error of this edge will be robustifed with the kernel

void	setRobustKernel (RobustKernel *ptr)

int	level () const
	returns the level of the edge

void	setLevel (int l)
	sets the level of the edge

int	dimension () const
	returns the dimensions of the error function

	G2O_ATTRIBUTE_DEPRECATED (virtual Vertex *createFrom())

	G2O_ATTRIBUTE_DEPRECATED (virtual Vertex *createTo())

virtual Vertex *	createVertex (int)

long long	internalId () const
	the internal ID of the edge

OptimizableGraph *	graph ()

const OptimizableGraph *	graph () const

bool	setParameterId (int argNum, int paramId)

const Parameter *	parameter (int argNo) const

size_t	numParameters () const

void	resizeParameters (size_t newSize)

Public Member Functions inherited from g2o::HyperGraph::Edge
	Edge (int id=InvalidId)
	creates and empty edge with no vertices

const VertexContainer &	vertices () const

VertexContainer &	vertices ()

const Vertex *	vertex (size_t i) const

Vertex *	vertex (size_t i)

void	setVertex (size_t i, Vertex *v)

int	id () const

void	setId (int id)

virtual HyperGraphElementType	elementType () const

int	numUndefinedVertices () const

Public Member Functions inherited from g2o::HyperGraph::HyperGraphElement
virtual	~HyperGraphElement ()

Public Member Functions inherited from g2o::HyperGraph::DataContainer
	DataContainer ()

virtual	~DataContainer ()

const Data *	userData () const
	the user data associated with this vertex

Data *	userData ()

void	setUserData (Data *obs)

void	addUserData (Data *obs)

Public Attributes
	EIGEN_MAKE_ALIGNED_OPERATOR_NEW

Protected Attributes
SE2	_inverseMeasurement

Protected Attributes inherited from g2o::BaseFixedSizedEdge< 3, SE2, VertexSE2, VertexSE2, VertexSE2 >
HessianRowMajorStorage	_hessianRowMajor

HessianTuple	_hessianTuple

HessianTupleTransposed	_hessianTupleTransposed

std::tuple< JacobianType< D, VertexTypes::Dimension >... >	_jacobianOplus

Protected Attributes inherited from g2o::BaseEdge< D, E >
Measurement	_measurement
	the measurement of the edge

InformationType	_information

ErrorVector	_error

Protected Attributes inherited from g2o::OptimizableGraph::Edge
int	_dimension

int	_level

RobustKernel *	_robustKernel

long long	_internalId

std::vector< int >	_cacheIds

std::vector< std::string >	_parameterTypes

std::vector< Parameter ** >	_parameters

std::vector< int >	_parameterIds

Protected Attributes inherited from g2o::HyperGraph::Edge
VertexContainer	_vertices

int	_id
	unique id

Protected Attributes inherited from g2o::HyperGraph::DataContainer
Data *	_userData

Additional Inherited Members
Public Types inherited from g2o::BaseFixedSizedEdge< 3, SE2, VertexSE2, VertexSE2, VertexSE2 >
using	NthType = typename std::tuple_element< N, std::tuple< Types... > >::type

using	VertexXnType = NthType< VertexN, VertexTypes... >
	The type of the N-th vertex.

typedef BaseEdge< D, SE2 >::Measurement	Measurement

typedef BaseEdge< D, SE2 >::ErrorVector	ErrorVector

typedef BaseEdge< D, SE2 >::InformationType	InformationType

using	JacobianType = typename Eigen::Matrix< double, EdgeDimension, VertexDimension, EdgeDimension==1 ? Eigen::RowMajor :Eigen::ColMajor >::AlignedMapType

using	HessianBlockType = Eigen::Map< Eigen::Matrix< double, DN, DM, DN==1 ? Eigen::RowMajor :Eigen::ColMajor >, Eigen::Matrix< double, DN, DM, DN==1 ? Eigen::RowMajor :Eigen::ColMajor >::Flags &Eigen::PacketAccessBit ? Eigen::Aligned :Eigen::Unaligned >
	it requires quite some ugly code to get the type of hessians...

using	HessianBlockTypeK = HessianBlockType< VertexXnType< internal::index_to_pair(K).first >::Dimension, VertexXnType< internal::index_to_pair(K).second >::Dimension >

using	HessianBlockTypeKTransposed = HessianBlockType< VertexXnType< internal::index_to_pair(K).second >::Dimension, VertexXnType< internal::index_to_pair(K).first >::Dimension >

using	HessianTuple = typename HessianTupleType< std::make_index_sequence< _nr_of_vertex_pairs > >::type

using	HessianTupleTransposed = typename HessianTupleType< std::make_index_sequence< _nr_of_vertex_pairs > >::typeTransposed

using	HessianRowMajorStorage = std::array< bool, _nr_of_vertex_pairs >

Public Types inherited from g2o::BaseEdge< D, E >
typedef E	Measurement

typedef internal::BaseEdgeTraits< D >::ErrorVector	ErrorVector

typedef internal::BaseEdgeTraits< D >::InformationType	InformationType

Static Public Member Functions inherited from g2o::BaseFixedSizedEdge< 3, SE2, VertexSE2, VertexSE2, VertexSE2 >
static constexpr int	VertexDimension ()
	Size of the N-th vertex at compile time.

Static Public Attributes inherited from g2o::BaseFixedSizedEdge< 3, SE2, VertexSE2, VertexSE2, VertexSE2 >
static const int	Dimension

static const std::size_t	_nr_of_vertices

static const std::size_t	_nr_of_vertex_pairs

Static Public Attributes inherited from g2o::BaseEdge< D, E >
static constexpr int	Dimension = internal::BaseEdgeTraits<D>::Dimension

Protected Member Functions inherited from g2o::BaseEdge< D, E >
InformationType	robustInformation (const Vector3 &rho) const

bool	writeInformationMatrix (std::ostream &os) const
	write the upper trinagular part of the information matrix into the stream

bool	readInformationMatrix (std::istream &is)

bool	writeParamIds (std::ostream &os) const
	write the param IDs that are potentially used by the edge

bool	readParamIds (std::istream &is)
	reads the param IDs from the stream

Protected Member Functions inherited from g2o::OptimizableGraph::Edge
template<typename ParameterType >
bool	installParameter (ParameterType *&p, size_t argNo, int paramId=-1)

template<typename CacheType >
void	resolveCache (CacheType &cache, OptimizableGraph::Vertex , const std::string &_type, const ParameterVector &parameters)

bool	resolveParameters ()

virtual bool	resolveCaches ()

Detailed Description

scanmatch measurement that also calibrates an offset for the laser

Definition at line 39 of file edge_se2_sensor_calib.h.

Constructor & Destructor Documentation

◆ EdgeSE2SensorCalib()

g2o::EdgeSE2SensorCalib::EdgeSE2SensorCalib ( )

Definition at line 33 of file edge_se2_sensor_calib.cpp.

34 : BaseFixedSizedEdge<3, SE2, VertexSE2, VertexSE2, VertexSE2>() {}

Member Function Documentation

◆ computeError()

void g2o::EdgeSE2SensorCalib::computeError ( )

inlinevirtual

Implements g2o::OptimizableGraph::Edge.

Definition at line 45 of file edge_se2_sensor_calib.h.

                      {
    const VertexSE2* v1 = static_cast<const VertexSE2*>(_vertices[0]);
    const VertexSE2* v2 = static_cast<const VertexSE2*>(_vertices[1]);
    const VertexSE2* laserOffset = static_cast<const VertexSE2*>(_vertices[2]);
    const SE2& x1 = v1->estimate();
    const SE2& x2 = v2->estimate();
    SE2 delta =
        _inverseMeasurement * ((x1 * laserOffset->estimate()).inverse() * x2 *
                               laserOffset->estimate());
    _error = delta.toVector();
  }

References g2o::BaseVertex< D, T >::estimate(), and g2o::SE2::toVector().

◆ initialEstimate()

void g2o::EdgeSE2SensorCalib::initialEstimate	(	const OptimizableGraph::VertexSet &	from,
		OptimizableGraph::Vertex *	to
	)

virtual

set the estimate of the to vertex, based on the estimate of the from vertices in the edge.

Reimplemented from g2o::BaseEdge< D, E >.

Definition at line 36 of file edge_se2_sensor_calib.cpp.

                                                                       {
  (void)to;
  VertexSE2* vi = static_cast<VertexSE2*>(_vertices[0]);
  VertexSE2* vj = static_cast<VertexSE2*>(_vertices[1]);
  VertexSE2* l = static_cast<VertexSE2*>(_vertices[2]);
  if (from.count(l) == 0) return;
  if (from.count(vi) == 1) {
    vj->setEstimate(vi->estimate() * l->estimate() * measurement() *
                    l->estimate().inverse());
  } else {
    vi->setEstimate(vj->estimate() * l->estimate() * _inverseMeasurement *
                    l->estimate().inverse());
  }
}

References _inverseMeasurement, g2o::HyperGraph::Edge::_vertices, g2o::BaseVertex< D, T >::estimate(), g2o::SE2::inverse(), g2o::BaseEdge< D, E >::measurement(), and g2o::BaseVertex< D, T >::setEstimate().

◆ initialEstimatePossible()

virtual double g2o::EdgeSE2SensorCalib::initialEstimatePossible	(	const OptimizableGraph::VertexSet &	from,
		OptimizableGraph::Vertex *	to
	)

inlinevirtual

override in your class if it's possible to initialize the vertices in certain combinations. The return value may correspond to the cost for initiliaizng the vertex but should be positive if the initialization is possible and negative if not possible.

Reimplemented from g2o::OptimizableGraph::Edge.

Definition at line 62 of file edge_se2_sensor_calib.h.

                                                                         {
    if (from.count(_vertices[2]) == 1  // need the laser offset
        && ((from.count(_vertices[0]) == 1 && to == _vertices[1]) ||
            ((from.count(_vertices[1]) == 1 && to == _vertices[0])))) {
      return 1.0;
    }
    return -1.0;
  }

◆ read()

bool g2o::EdgeSE2SensorCalib::read ( std::istream & is )

virtual

read the vertex from a stream, i.e., the internal state of the vertex

Implements g2o::OptimizableGraph::Edge.

Definition at line 52 of file edge_se2_sensor_calib.cpp.

                                            {
  Vector3 p;
  internal::readVector(is, p);
  _measurement.fromVector(p);
  _inverseMeasurement = measurement().inverse();
  return readInformationMatrix(is);
}

References _inverseMeasurement, g2o::BaseEdge< D, E >::_measurement, g2o::SE2::inverse(), g2o::BaseEdge< D, E >::measurement(), g2o::BaseEdge< D, E >::readInformationMatrix(), and g2o::internal::readVector().

◆ setMeasurement()

void g2o::EdgeSE2SensorCalib::setMeasurement ( const SE2 & m )

inline

Definition at line 57 of file edge_se2_sensor_calib.h.

                                    {
    _measurement = m;
    _inverseMeasurement = m.inverse();
  }

References g2o::SE2::inverse().

Referenced by g2o::Gm2dlIO::readGm2dl().

◆ write()

bool g2o::EdgeSE2SensorCalib::write ( std::ostream & os ) const

virtual

write the vertex to a stream

Implements g2o::OptimizableGraph::Edge.

Definition at line 60 of file edge_se2_sensor_calib.cpp.

                                                   {
  internal::writeVector(os, measurement().toVector());
  return writeInformationMatrix(os);
}

References g2o::BaseEdge< D, E >::measurement(), g2o::BaseEdge< D, E >::writeInformationMatrix(), and g2o::internal::writeVector().

Member Data Documentation

◆ _inverseMeasurement

SE2 g2o::EdgeSE2SensorCalib::_inverseMeasurement

protected

Definition at line 78 of file edge_se2_sensor_calib.h.

Referenced by initialEstimate(), and read().

◆ EIGEN_MAKE_ALIGNED_OPERATOR_NEW

g2o::EdgeSE2SensorCalib::EIGEN_MAKE_ALIGNED_OPERATOR_NEW

Definition at line 42 of file edge_se2_sensor_calib.h.

The documentation for this class was generated from the following files:

/build/reproducible-path/g2o-0~20230806/g2o/types/sclam2d/edge_se2_sensor_calib.h
/build/reproducible-path/g2o-0~20230806/g2o/types/sclam2d/edge_se2_sensor_calib.cpp

Public Member Functions

Public Attributes

Protected Attributes

Additional Inherited Members

Detailed Description

Constructor & Destructor Documentation

◆ EdgeSE2SensorCalib()

Member Function Documentation

◆ computeError()

◆ initialEstimate()

◆ initialEstimatePossible()

◆ read()

◆ setMeasurement()

◆ write()

Member Data Documentation

◆ _inverseMeasurement

◆ EIGEN_MAKE_ALIGNED_OPERATOR_NEW