TargetOdometry3DEdge Class Reference

#include <targetTypes6D.hpp>

Inheritance diagram for TargetOdometry3DEdge:

Collaboration diagram for TargetOdometry3DEdge:

Public Member Functions
	TargetOdometry3DEdge (double dt, double noiseSigma)
virtual void	initialEstimate (const g2o::OptimizableGraph::VertexSet &from, g2o::OptimizableGraph::Vertex *to)
virtual double	initialEstimatePossible (const g2o::OptimizableGraph::VertexSet &from, g2o::OptimizableGraph::Vertex *to)
void	computeError ()
virtual bool	read (std::istream &)
	read the vertex from a stream, i.e., the internal state of the vertex
virtual bool	write (std::ostream &) const
	write the vertex to a stream
Public Member Functions inherited from g2o::BaseBinaryEdge< 6, Eigen::Vector3d, VertexPositionVelocity3D, VertexPositionVelocity3D >
	BaseBinaryEdge ()
Public Member Functions inherited from g2o::BaseFixedSizedEdge< D, Eigen::Vector3d, VertexPositionVelocity3D, VertexPositionVelocity3D >
bool	allVerticesFixedNs (std::index_sequence< Ints... >) const
void	constructQuadraticFormNs (const InformationType &omega, const ErrorVector &weightedError, 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	constructQuadraticFormN (const InformationType &omega, const ErrorVector &weightedError)
void	linearizeOplus_allocate (JacobianWorkspace &jacobianWorkspace, std::index_sequence< Ints... >)
void	linearizeOplusN ()
void	linearizeOplusNs (std::index_sequence< Ints... >)
constexpr std::enable_if< VertexXnType< VertexN >::Dimension!=-1, int >::type	vertexDimension () const
const VertexXnType< VertexN > *	vertexXn () const
	BaseFixedSizedEdge ()
OptimizableGraph::Vertex *	createVertex (int i, CtorArgs... args)
	create an instance of the Nth VertexType
virtual void	resize (size_t size)
virtual bool	allVerticesFixed () const
virtual void	linearizeOplus (JacobianWorkspace &jacobianWorkspace)
const std::tuple_element< N, std::tuple< JacobianType< D, VertexTypes::Dimension >... > >::type &	jacobianOplusXn () const
virtual void	constructQuadraticForm ()
virtual void	mapHessianMemory (double *d, int i, int j, bool rowMajor)
Public Member Functions inherited from g2o::BaseEdge< D, Eigen::Vector3d >
	BaseEdge ()
BaseEdge &	operator= (const BaseEdge &)=delete
virtual	~BaseEdge ()
virtual double	chi2 () const
virtual const double *	errorData () const
	returns the error vector cached after calling the computeError;
const ErrorVector &	error () const
EIGEN_STRONG_INLINE const InformationType &	information () const
	information matrix of the constraint
void	setInformation (const InformationType &information)
virtual const double *	informationData () const
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
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)
virtual double *	errorData ()=0
virtual double *	informationData ()=0
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)

Private Attributes
double	_dt

Additional Inherited Members
Public Types inherited from g2o::BaseBinaryEdge< 6, Eigen::Vector3d, VertexPositionVelocity3D, VertexPositionVelocity3D >
using	VertexXiType
using	VertexXjType
Public Types inherited from g2o::BaseFixedSizedEdge< D, Eigen::Vector3d, VertexPositionVelocity3D, VertexPositionVelocity3D >
using	NthType
using	VertexXnType
	The type of the N-th vertex.
typedef BaseEdge< D, Eigen::Vector3d >::Measurement	Measurement
typedef BaseEdge< D, Eigen::Vector3d >::ErrorVector	ErrorVector
typedef BaseEdge< D, Eigen::Vector3d >::InformationType	InformationType
using	JacobianType
using	HessianBlockType
	it requires quite some ugly code to get the type of hessians...
using	HessianBlockTypeK
using	HessianBlockTypeKTransposed
using	HessianTuple
using	HessianTupleTransposed
using	HessianRowMajorStorage
Public Types inherited from g2o::BaseEdge< D, Eigen::Vector3d >
typedef Eigen::Vector3d	Measurement
typedef internal::BaseEdgeTraits< D >::ErrorVector	ErrorVector
typedef internal::BaseEdgeTraits< D >::InformationType	InformationType
Static Public Member Functions inherited from g2o::BaseFixedSizedEdge< D, Eigen::Vector3d, VertexPositionVelocity3D, VertexPositionVelocity3D >
static constexpr int	VertexDimension ()
	Size of the N-th vertex at compile time.
Static Public Attributes inherited from g2o::BaseFixedSizedEdge< D, Eigen::Vector3d, VertexPositionVelocity3D, VertexPositionVelocity3D >
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, Eigen::Vector3d >
static constexpr int	Dimension
Protected Member Functions inherited from g2o::BaseEdge< D, Eigen::Vector3d >
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 ()
Protected Attributes inherited from g2o::BaseBinaryEdge< 6, Eigen::Vector3d, VertexPositionVelocity3D, VertexPositionVelocity3D >
BaseFixedSizedEdge< D, Eigen::Vector3d, VertexPositionVelocity3D, VertexPositionVelocity3D >::template JacobianType< D, VertexPositionVelocity3D::Dimension > &	_jacobianOplusXi
BaseFixedSizedEdge< D, Eigen::Vector3d, VertexPositionVelocity3D, VertexPositionVelocity3D >::template JacobianType< D, VertexPositionVelocity3D::Dimension > &	_jacobianOplusXj
Protected Attributes inherited from g2o::BaseFixedSizedEdge< D, Eigen::Vector3d, VertexPositionVelocity3D, VertexPositionVelocity3D >
HessianRowMajorStorage	_hessianRowMajor
HessianTuple	_hessianTuple
HessianTupleTransposed	_hessianTupleTransposed
std::tuple< JacobianType< D, VertexTypes::Dimension >... >	_jacobianOplus
Protected Attributes inherited from g2o::BaseEdge< D, Eigen::Vector3d >
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

Detailed Description

Definition at line 56 of file targetTypes6D.hpp.

Constructor & Destructor Documentation

TargetOdometry3DEdge()

TargetOdometry3DEdge::TargetOdometry3DEdge ( double dt, double noiseSigma )

inline

Definition at line 60 of file targetTypes6D.hpp.

                                                     {
    _dt = dt;
 
    double q = noiseSigma * noiseSigma;
    double dt2 = dt * dt;
 
    // Process noise covariance matrix; this assumes an "impulse"
    // noise model; we add a small stabilising term on the diagonal to make it
    // invertible
    Matrix6d Q = Matrix6d::Zero();
    Q(0, 0) = Q(1, 1) = Q(2, 2) = dt2 * dt2 * q / 4 + 1e-4;
    Q(0, 3) = Q(1, 4) = Q(2, 5) = dt * dt2 * q / 2;
    Q(3, 3) = Q(4, 4) = Q(5, 5) = dt2 * q + 1e-4;
    Q(3, 0) = Q(4, 1) = Q(5, 2) = dt * dt2 * q / 2;
 
    setInformation(Q.inverse());
  }

References _dt, and g2o::BaseEdge< D, Eigen::Vector3d >::setInformation().

Member Function Documentation

computeError()

void TargetOdometry3DEdge::computeError ( )

inlinevirtual

Implements g2o::OptimizableGraph::Edge.

Definition at line 110 of file targetTypes6D.hpp.

                      {
    const VertexPositionVelocity3D* vi =
        static_cast<const VertexPositionVelocity3D*>(_vertices[0]);
    const VertexPositionVelocity3D* vj =
        static_cast<const VertexPositionVelocity3D*>(_vertices[1]);
 
    for (int k = 0; k < 3; k++) {
      _error[k] = vi->estimate()[k] +
                  _dt * (vi->estimate()[k + 3] + 0.5 * _dt * _measurement[k]) -
                  vj->estimate()[k];
    }
    for (int k = 3; k < 6; k++) {
      _error[k] =
          vi->estimate()[k] + _dt * _measurement[k - 3] - vj->estimate()[k];
    }
  }

References _dt, g2o::BaseEdge< D, Eigen::Vector3d >::_error, g2o::BaseEdge< D, Eigen::Vector3d >::_measurement, g2o::HyperGraph::Edge::_vertices, and g2o::BaseVertex< D, T >::estimate().

initialEstimate()

virtual void TargetOdometry3DEdge::initialEstimate ( const g2o::OptimizableGraph::VertexSet & from, g2o::OptimizableGraph::Vertex * to )

inlinevirtual

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

Reimplemented from g2o::BaseEdge< D, Eigen::Vector3d >.

Definition at line 80 of file targetTypes6D.hpp.

                                                              {
    assert(from.size() == 1);
    const VertexPositionVelocity3D* vi =
        static_cast<const VertexPositionVelocity3D*>(*from.begin());
    VertexPositionVelocity3D* vj = static_cast<VertexPositionVelocity3D*>(to);
    Vector6d viEst = vi->estimate();
    Vector6d vjEst = viEst;
 
    for (int m = 0; m < 3; m++) {
      vjEst[m] += _dt * (vjEst[m + 3] + 0.5 * _dt * _measurement[m]);
    }
 
    for (int m = 0; m < 3; m++) {
      vjEst[m + 3] += _dt * _measurement[m];
    }
    vj->setEstimate(vjEst);
  }

References _dt, g2o::BaseEdge< D, Eigen::Vector3d >::_measurement, g2o::BaseVertex< D, T >::estimate(), and g2o::BaseVertex< D, T >::setEstimate().

Referenced by main().

initialEstimatePossible()

virtual double TargetOdometry3DEdge::initialEstimatePossible ( const g2o::OptimizableGraph::VertexSet & from, g2o::OptimizableGraph::Vertex * to )

inlinevirtual

override in your class if it's not possible to initialize the vertices in certain combinations

Reimplemented from g2o::OptimizableGraph::Edge.

Definition at line 101 of file targetTypes6D.hpp.

                                     {
    // only works on sequential vertices
    const VertexPositionVelocity3D* vi =
        static_cast<const VertexPositionVelocity3D*>(*from.begin());
    return (to->id() - vi->id() == 1) ? 1.0 : -1.0;
  }

References g2o::HyperGraph::Vertex::id().

read()

virtual bool TargetOdometry3DEdge::read ( std::istream & is )

inlinevirtual

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

Implements g2o::OptimizableGraph::Edge.

Definition at line 127 of file targetTypes6D.hpp.

{ return false; }

write()

virtual bool TargetOdometry3DEdge::write ( std::ostream & os ) const

inlinevirtual

write the vertex to a stream

Implements g2o::OptimizableGraph::Edge.

Definition at line 129 of file targetTypes6D.hpp.

{ return false; }

Member Data Documentation

_dt

double TargetOdometry3DEdge::_dt

private

Definition at line 132 of file targetTypes6D.hpp.

Referenced by computeError(), initialEstimate(), and TargetOdometry3DEdge().

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

• /build/reproducible-path/g2o-0~20230806/g2o/examples/target/targetTypes6D.hpp