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gtsam::BiasedGPSFactor Class Reference

Detailed Description

A class to model GPS measurements, including a bias term which models common-mode errors and that can be partially corrected if other sensors are used.

Inheritance diagram for gtsam::BiasedGPSFactor:

Public Member Functions

 BiasedGPSFactor ()
 default constructor - only use for serialization
 BiasedGPSFactor (Key posekey, Key biaskey, const Point3 measured, const SharedNoiseModel &model)
 Constructor.
void print (const std::string &s, const KeyFormatter &keyFormatter=DefaultKeyFormatter) const override
 implement functions needed for Testable
bool equals (const NonlinearFactor &expected, double tol=1e-9) const override
 equals
Vector3 evaluateError (const Pose3 &pose, const Point3 &bias, OptionalMatrixType H1, OptionalMatrixType H2) const override
 implement functions needed to derive from Factor
const Point3 measured () const
 return the measured
virtual Vector3 evaluateError (const ValueTypes &... x, OptionalMatrixTypeT< ValueTypes >... H) const =0
 The measurement.
Vector evaluateError (const ValueTypes &... x, MatrixTypeT< ValueTypes > &... H) const
 The measurement.
Vector evaluateError (const ValueTypes &... x) const
 The measurement.
AreAllMatrixRefs< Vector, OptionalJacArgs... > evaluateError (const ValueTypes &... x, OptionalJacArgs &&... H) const
 The measurement.
Public Member Functions inherited from gtsam::NoiseModelFactorT< Vector3, Pose3, Point3 >
Key key () const
 Returns a key.
Vector unwhitenedError (const Values &x, std::vector< Matrix > &H) const
 support taking in the actual vector instead of the pointer as well to get access to this version of the function from derived classes one will need to use the "using" keyword and specify that like this: public: using NoiseModelFactor::unwhitenedError;
 NoiseModelFactorT ()
 Default Constructor for I/O.
 NoiseModelFactorT (const SharedNoiseModel &noiseModel, KeyType< ValueTypes >... keys)
 Constructor.
 NoiseModelFactorT (const SharedNoiseModel &noiseModel, CONTAINER keys)
 Constructor.
Vector evaluateError (const ValueTypes &... x, MatrixTypeT< ValueTypes > &... H) const
 If all the optional arguments are matrices then redirect the call to the one which takes pointers.
Vector evaluateError (const ValueTypes &... x) const
 No-Jacobians requested function overload.
AreAllMatrixRefs< Vector, OptionalJacArgs... > evaluateError (const ValueTypes &... x, OptionalJacArgs &&... H) const
 Some (but not all) optional Jacobians are omitted (function overload) and the jacobians are l-value references to matrices.
AreAllMatrixPtrs< Vector, OptionalJacArgs... > evaluateError (const ValueTypes &... x, OptionalJacArgs &&... H) const
 Some (but not all) optional Jacobians are omitted (function overload) and the jacobians are pointers to matrices.
Key key1 () const
Key key2 () const
Key key3 () const
Key key4 () const
Key key5 () const
Key key6 () const
std::shared_ptr< GaussianFactor > linearize (const Values &values) const override
 Linearize factors whose error and argument dimensions are all fixed to an arbitrary-arity FixedJacobianFactor.
Vector unwhitenedError (const Values &x, OptionalMatrixVecType H=nullptr) const override
 This implements the unwhitenedError virtual function by calling the n-key specific version of evaluateError, which is pure virtual so must be implemented in the derived class.
Public Member Functions inherited from gtsam::NoiseModelFactor
 NoiseModelFactor ()
 Default constructor for I/O only.
 ~NoiseModelFactor () override
 Destructor.
template<typename CONTAINER>
 NoiseModelFactor (const SharedNoiseModel &noiseModel, const CONTAINER &keys)
 Constructor.
void print (const std::string &s="", const KeyFormatter &keyFormatter=DefaultKeyFormatter) const override
 Print.
bool equals (const NonlinearFactor &f, double tol=1e-9) const override
 Check if two factors are equal.
size_t dim () const override
 get the dimension of the factor (number of rows on linearization)
const SharedNoiseModelnoiseModel () const
 access to the noise model
Vector unwhitenedError (const Values &x, std::vector< Matrix > &H) const
 support taking in the actual vector instead of the pointer as well to get access to this version of the function from derived classes one will need to use the "using" keyword and specify that like this: public: using NoiseModelFactor::unwhitenedError;
Vector whitenedError (const Values &c) const
 Vector of errors, whitened This is the raw error, i.e., i.e.
Vector unweightedWhitenedError (const Values &c) const
 Vector of errors, whitened, but unweighted by any loss function.
double weight (const Values &c) const
 Compute the effective weight of the factor from the noise model.
double error (const Values &c) const override
 Calculate the error of the factor.
shared_ptr cloneWithNewNoiseModel (const SharedNoiseModel newNoise) const
 Creates a shared_ptr clone of the factor with a new noise model.
double error (const HybridValues &c) const override
 All factor types need to implement an error function.
 NonlinearFactor ()
 Default constructor for I/O only.
template<typename CONTAINER>
 NonlinearFactor (const CONTAINER &keys)
 Constructor from a collection of the keys involved in this factor.
void print (const std::string &s="", const KeyFormatter &keyFormatter=DefaultKeyFormatter) const override
 print
double error (const HybridValues &c) const override
 All factor types need to implement an error function.
virtual bool active (const Values &c) const
 Checks whether a factor should be used based on a set of values.
virtual void qcqpFactors (NonlinearFactorGraph *costs, NonlinearEqualityConstraints *constraints, size_t columnDimension=1) const
 Add this factor's QCQP cost and constraints over matrix-valued QCQP variables with the given column dimension.
virtual shared_ptr clone () const
 Creates a shared_ptr clone of the factor - needs to be specialized to allow for subclasses.
virtual shared_ptr rekey (const std::map< Key, Key > &rekey_mapping) const
 Creates a shared_ptr clone of the factor with different keys using a map from old->new keys.
virtual shared_ptr rekey (const KeyVector &new_keys) const
 Clones a factor and fully replaces its keys.
virtual bool sendable () const
 Should the factor be evaluated in the same thread as the caller This is to enable factors that has shared states (like the Python GIL lock).
Public Member Functions inherited from gtsam::Factor
virtual ~Factor ()=default
 Default destructor.
bool empty () const
 Whether the factor is empty (involves zero variables).
Key front () const
 First key.
Key back () const
 Last key.
const_iterator find (Key key) const
 find
const KeyVectorkeys () const
 Access the factor's involved variable keys.
const_iterator begin () const
 Iterator at beginning of involved variable keys.
const_iterator end () const
 Iterator at end of involved variable keys.
size_t size () const
virtual void printKeys (const std::string &s="Factor", const KeyFormatter &formatter=DefaultKeyFormatter) const
 print only keys
bool equals (const This &other, double tol=1e-9) const
 check equality
KeyVectorkeys ()
iterator begin ()
 Iterator at beginning of involved variable keys.
iterator end ()
 Iterator at end of involved variable keys.

Public Types

typedef std::shared_ptr< BiasedGPSFactorshared_ptr
Public Types inherited from gtsam::NoiseModelFactorT< Vector3, Pose3, Point3 >
using ValueType
 The type of the I'th template param can be obtained as ValueType.
Public Types inherited from gtsam::NoiseModelFactor
typedef std::shared_ptr< This > shared_ptr
 Noise model.
Public Types inherited from gtsam::NonlinearFactor
typedef std::shared_ptr< This > shared_ptr
Public Types inherited from gtsam::Factor
typedef KeyVector::iterator iterator
 Iterator over keys.
typedef KeyVector::const_iterator const_iterator
 Const iterator over keys.

Additional Inherited Members

Static Public Attributes inherited from gtsam::NoiseModelFactorT< Vector3, Pose3, Point3 >
static constexpr auto N
 N is the number of variables (N-way factor).
Protected Types inherited from gtsam::NoiseModelFactorT< Vector3, Pose3, Point3 >
using Base
using This
using OptionalMatrixTypeT
using KeyType
using MatrixTypeT
using IsConvertible
using IndexIsValid
using ContainerElementType
using IsContainerOfKeys
using AreAllMatrixRefs
 A helper alias to check if a list of args are all references to a matrix or not.
using IsMatrixPointer
using IsNullpointer
using AreAllMatrixPtrs
 A helper alias to check if a list of args are all pointers to a matrix or not.
Protected Types inherited from gtsam::NoiseModelFactor
typedef NonlinearFactor Base
typedef NoiseModelFactor This
Protected Types inherited from gtsam::NonlinearFactor
typedef Factor Base
typedef NonlinearFactor This
Protected Member Functions inherited from gtsam::NoiseModelFactor
 NoiseModelFactor (const SharedNoiseModel &noiseModel)
 Constructor - only for subclasses, as this does not set keys.
 Factor ()
 Default constructor for I/O.
template<typename CONTAINER>
 Factor (const CONTAINER &keys)
 Construct factor from container of keys.
template<typename ITERATOR>
 Factor (ITERATOR first, ITERATOR last)
 Construct factor from iterator keys.
template<typename CONTAINER>
static Factor FromKeys (const CONTAINER &keys)
 Construct factor from container of keys.
template<typename ITERATOR>
static Factor FromIterators (ITERATOR first, ITERATOR last)
 Construct factor from iterator keys.
Protected Attributes inherited from gtsam::NoiseModelFactor
SharedNoiseModel noiseModel_
Protected Attributes inherited from gtsam::Factor
KeyVector keys_
 The keys involved in this factor.

Member Function Documentation

◆ equals()

bool gtsam::BiasedGPSFactor::equals ( const NonlinearFactor & expected,
double tol = 1e-9 ) const
inlineoverridevirtual

equals

Reimplemented from gtsam::NonlinearFactor.

◆ evaluateError() [1/2]

Vector3 gtsam::BiasedGPSFactor::evaluateError ( const Pose3 & pose,
const Point3 & bias,
OptionalMatrixType H1,
OptionalMatrixType H2 ) const
inlineoverride

implement functions needed to derive from Factor

vector of errors

◆ evaluateError() [2/2]

virtual Vector3 gtsam::NoiseModelFactorT< Vector3, ValueTypes >::evaluateError ( const ValueTypes &... x,
OptionalMatrixTypeT< ValueTypes >... H ) const
virtual

◆ print()

void gtsam::BiasedGPSFactor::print ( const std::string & s,
const KeyFormatter & keyFormatter = DefaultKeyFormatter ) const
inlineoverridevirtual

implement functions needed for Testable

print

Reimplemented from gtsam::Factor.


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