gtsam::FullIMUFactor< POSE > Class Template Reference
Detailed Description
template<class POSE>
class gtsam::FullIMUFactor< POSE >
class gtsam::FullIMUFactor< POSE >
Class that represents integrating IMU measurements over time for dynamic systems This factor has dimension 9, with a built-in constraint for velocity modeling.
Templated to allow for different key types, but variables all assumed to be PoseRTV
Inheritance diagram for gtsam::FullIMUFactor< POSE >:
Public Member Functions | |
| FullIMUFactor (const Vector3 &accel, const Vector3 &gyro, double dt, const Key &key1, const Key &key2, const SharedNoiseModel &model) | |
| time between measurements More... | |
| FullIMUFactor (const Vector6 &imu, double dt, const Key &key1, const Key &key2, const SharedNoiseModel &model) | |
| Single IMU vector - imu = [accel, gyro]. | |
| gtsam::NonlinearFactor::shared_ptr | clone () const override |
| bool | equals (const NonlinearFactor &e, double tol=1e-9) const override |
| Check if two factors are equal. More... | |
| void | print (const std::string &s="", const gtsam::KeyFormatter &formatter=gtsam::DefaultKeyFormatter) const override |
| Print. More... | |
| const Vector3 & | gyro () const |
| const Vector3 & | accel () const |
| Vector6 | z () const |
| Vector | evaluateError (const PoseRTV &x1, const PoseRTV &x2, boost::optional< Matrix & > H1=boost::none, boost::optional< Matrix & > H2=boost::none) const override |
| Error evaluation with optional derivatives - calculates z - h(x1,x2) | |
| virtual Vector | evaluateError (const Pose3 &x1, const Pose3 &x2, boost::optional< Matrix & > H1=boost::none, boost::optional< Matrix & > H2=boost::none) const |
| dummy version that fails for non-dynamic poses | |
| Public Member Functions inherited from gtsam::NoiseModelFactor2< POSE, POSE > | |
| NoiseModelFactor2 () | |
| Default Constructor for I/O. | |
| NoiseModelFactor2 (const SharedNoiseModel &noiseModel, Key j1, Key j2) | |
| Constructor. More... | |
| Key | key1 () const |
| methods to retrieve both keys | |
| Key | key2 () const |
| Vector | unwhitenedError (const Values &x, boost::optional< std::vector< Matrix > & > H=boost::none) const override |
| Calls the 2-key specific version of evaluateError, which is pure virtual so must be implemented in the derived class. More... | |
| virtual Vector | evaluateError (const X1 &, const X2 &, boost::optional< Matrix & > H1=boost::none, boost::optional< Matrix & > H2=boost::none) const=0 |
| Override this method to finish implementing a binary factor. More... | |
| 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. More... | |
| bool | equals (const NonlinearFactor &f, double tol=1e-9) const override |
| Check if two factors are equal. More... | |
| size_t | dim () const override |
| get the dimension of the factor (number of rows on linearization) More... | |
| const SharedNoiseModel & | noiseModel () const |
| access to the noise model | |
| virtual Vector | unwhitenedError (const Values &x, boost::optional< std::vector< Matrix > & > H=boost::none) const =0 |
| Error function without the NoiseModel, \( z-h(x) \). More... | |
| Vector | whitenedError (const Values &c) const |
| Vector of errors, whitened This is the raw error, i.e., i.e. More... | |
| 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. More... | |
| boost::shared_ptr< GaussianFactor > | linearize (const Values &x) const override |
| Linearize a non-linearFactorN to get a GaussianFactor, \( Ax-b \approx h(x+\delta x)-z = h(x) + A \delta x - z \) Hence \( b = z - h(x) = - \mathtt{error\_vector}(x) \). More... | |
| shared_ptr | cloneWithNewNoiseModel (const SharedNoiseModel newNoise) const |
| Creates a shared_ptr clone of the factor with a new noise model. | |
| Public Member Functions inherited from gtsam::NonlinearFactor | |
| 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. | |
| virtual | ~NonlinearFactor () |
| Destructor. | |
| virtual bool | active (const Values &) const |
| Checks whether a factor should be used based on a set of values. More... | |
| 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. More... | |
| virtual shared_ptr | rekey (const KeyVector &new_keys) const |
| Clones a factor and fully replaces its keys. More... | |
| 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) More... | |
| Public Member Functions inherited from gtsam::Factor | |
| virtual | ~Factor ()=default |
| Default destructor. | |
| KeyVector & | keys () |
| iterator | begin () |
| Iterator at beginning of involved variable keys. | |
| iterator | end () |
| Iterator at end of involved variable keys. | |
| virtual void | printKeys (const std::string &s="Factor", const KeyFormatter &formatter=DefaultKeyFormatter) const |
| print only keys More... | |
| Key | front () const |
| First key. | |
| Key | back () const |
| Last key. | |
| const_iterator | find (Key key) const |
| find | |
| const KeyVector & | keys () 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 |
Public Types | |
| typedef NoiseModelFactor2< POSE, POSE > | Base |
| typedef FullIMUFactor< POSE > | This |
| Public Types inherited from gtsam::NoiseModelFactor2< POSE, POSE > | |
| typedef POSE | X1 |
| typedef POSE | X2 |
| Public Types inherited from gtsam::NoiseModelFactor | |
| typedef boost::shared_ptr< This > | shared_ptr |
| Noise model. | |
| Public Types inherited from gtsam::NonlinearFactor | |
| typedef boost::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. | |
Protected Attributes | |
| Vector3 | accel_ |
| measurements from the IMU | |
| Vector3 | gyro_ |
| double | dt_ |
| Protected Attributes inherited from gtsam::NoiseModelFactor | |
| SharedNoiseModel | noiseModel_ |
| Protected Attributes inherited from gtsam::Factor | |
| KeyVector | keys_ |
| The keys involved in this factor. | |
Additional Inherited Members | |
| Protected Types inherited from gtsam::NoiseModelFactor2< POSE, POSE > | |
| typedef NoiseModelFactor | Base |
| typedef NoiseModelFactor2< POSE, POSE > | This |
| 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. | |
| Protected Member Functions inherited from gtsam::Factor | |
| Factor () | |
| Default constructor for I/O. | |
| template<typename CONTAINER > | |
| Factor (const CONTAINER &keys) | |
| Construct factor from container of keys. More... | |
| template<typename ITERATOR > | |
| Factor (ITERATOR first, ITERATOR last) | |
| Construct factor from iterator keys. More... | |
| bool | equals (const This &other, double tol=1e-9) const |
| check equality | |
| Static Protected Member Functions inherited from gtsam::Factor | |
| template<typename CONTAINER > | |
| static Factor | FromKeys (const CONTAINER &keys) |
| Construct factor from container of keys. More... | |
| template<typename ITERATOR > | |
| static Factor | FromIterators (ITERATOR first, ITERATOR last) |
| Construct factor from iterator keys. More... | |
Constructor & Destructor Documentation
◆ FullIMUFactor()
template<class POSE >
|
inline |
time between measurements
Standard constructor
Member Function Documentation
◆ clone()
template<class POSE >
|
inlineoverridevirtual |
- Returns
- a deep copy of this factor
Reimplemented from gtsam::NonlinearFactor.
◆ equals()
template<class POSE >
|
inlineoverridevirtual |
Check if two factors are equal.
Reimplemented from gtsam::NoiseModelFactor.
◆ print()
template<class POSE >
|
inlineoverridevirtual |
Print.
Reimplemented from gtsam::NoiseModelFactor.
The documentation for this class was generated from the following file:
- /Users/dellaert/git/github/gtsam_unstable/dynamics/FullIMUFactor.h
