| 1 | /* ---------------------------------------------------------------------------- |
| 2 | |
| 3 | * GTSAM Copyright 2010, Georgia Tech Research Corporation, |
| 4 | * Atlanta, Georgia 30332-0415 |
| 5 | * All Rights Reserved |
| 6 | * Authors: Frank Dellaert, et al. (see THANKS for the full author list) |
| 7 | |
| 8 | * See LICENSE for the license information |
| 9 | |
| 10 | * -------------------------------------------------------------------------- */ |
| 11 | |
| 12 | /** |
| 13 | * @file simulated2D.h |
| 14 | * @brief measurement functions and derivatives for simulated 2D robot |
| 15 | * @author Frank Dellaert |
| 16 | */ |
| 17 | |
| 18 | // \callgraph |
| 19 | #pragma once |
| 20 | |
| 21 | #include <gtsam/geometry/Pose2.h> |
| 22 | #include <gtsam/nonlinear/Values.h> |
| 23 | #include <gtsam/nonlinear/NonlinearFactor.h> |
| 24 | #include <gtsam/nonlinear/NonlinearFactorGraph.h> |
| 25 | #include "gtsam/base/OptionalJacobian.h" |
| 26 | |
| 27 | // \namespace |
| 28 | namespace simulated2DOriented { |
| 29 | |
| 30 | using namespace gtsam; |
| 31 | |
| 32 | /// Specialized Values structure with syntactic sugar for |
| 33 | /// compatibility with matlab |
| 34 | class Values: public gtsam::Values { |
| 35 | int nrPoses_, nrPoints_; |
| 36 | public: |
| 37 | Values() : nrPoses_(0), nrPoints_(0) {} |
| 38 | |
| 39 | /// insert a pose |
| 40 | void insertPose(Key i, const Pose2& p) { |
| 41 | insert(j: i, val: p); |
| 42 | nrPoses_++; |
| 43 | } |
| 44 | |
| 45 | /// insert a landmark |
| 46 | void insertPoint(Key j, const Point2& p) { |
| 47 | insert(j, val: p); |
| 48 | nrPoints_++; |
| 49 | } |
| 50 | |
| 51 | int nrPoses() const { return nrPoses_; } ///< nr of poses |
| 52 | int nrPoints() const { return nrPoints_; } ///< nr of landmarks |
| 53 | |
| 54 | Pose2 pose(Key i) const { return at<Pose2>(j: i); } ///< get a pose |
| 55 | Point2 point(Key j) const { return at<Point2>(j); } ///< get a landmark |
| 56 | }; |
| 57 | |
| 58 | //TODO:: point prior is not implemented right now |
| 59 | |
| 60 | /// Prior on a single pose |
| 61 | inline Pose2 prior(const Pose2& x) { |
| 62 | return x; |
| 63 | } |
| 64 | |
| 65 | /// Prior on a single pose, optional derivative version |
| 66 | Pose2 prior(const Pose2& x, OptionalJacobian<3,3> H = OptionalNone) { |
| 67 | if (H) *H = I_3x3; |
| 68 | return x; |
| 69 | } |
| 70 | |
| 71 | /// odometry between two poses |
| 72 | inline Pose2 odo(const Pose2& x1, const Pose2& x2) { |
| 73 | return x1.between(g: x2); |
| 74 | } |
| 75 | |
| 76 | /// odometry between two poses, optional derivative version |
| 77 | Pose2 odo(const Pose2& x1, const Pose2& x2, OptionalJacobian<3,3> H1 = |
| 78 | OptionalNone, OptionalJacobian<3,3> H2 = OptionalNone) { |
| 79 | return x1.between(g: x2, H1, H2); |
| 80 | } |
| 81 | |
| 82 | /// Unary factor encoding a soft prior on a vector |
| 83 | template<class VALUE = Pose2> |
| 84 | struct GenericPosePrior: public NoiseModelFactorN<VALUE> { |
| 85 | |
| 86 | Pose2 measured_; ///< measurement |
| 87 | |
| 88 | /// Create generic pose prior |
| 89 | GenericPosePrior(const Pose2& measured, const SharedNoiseModel& model, Key key) : |
| 90 | NoiseModelFactorN<VALUE>(model, key), measured_(measured) { |
| 91 | } |
| 92 | |
| 93 | /// Evaluate error and optionally derivative |
| 94 | Vector evaluateError(const Pose2& x, OptionalMatrixType H = |
| 95 | OptionalNone) const { |
| 96 | return measured_.localCoordinates(g: prior(x, H)); |
| 97 | } |
| 98 | |
| 99 | }; |
| 100 | |
| 101 | /** |
| 102 | * Binary factor simulating "odometry" between two Vectors |
| 103 | */ |
| 104 | template<class VALUE = Pose2> |
| 105 | struct GenericOdometry: public NoiseModelFactorN<VALUE, VALUE> { |
| 106 | Pose2 measured_; ///< Between measurement for odometry factor |
| 107 | |
| 108 | typedef GenericOdometry<VALUE> This; |
| 109 | |
| 110 | // Provide access to the Matrix& version of evaluateError: |
| 111 | using NoiseModelFactor2<VALUE, VALUE>::evaluateError; |
| 112 | |
| 113 | /** |
| 114 | * Creates an odometry factor between two poses |
| 115 | */ |
| 116 | GenericOdometry(const Pose2& measured, const SharedNoiseModel& model, |
| 117 | Key i1, Key i2) : |
| 118 | NoiseModelFactorN<VALUE, VALUE>(model, i1, i2), measured_(measured) { |
| 119 | } |
| 120 | |
| 121 | ~GenericOdometry() override {} |
| 122 | |
| 123 | /// Evaluate error and optionally derivative |
| 124 | Vector evaluateError(const VALUE& x1, const VALUE& x2, |
| 125 | OptionalMatrixType H1, OptionalMatrixType H2) const override { |
| 126 | return measured_.localCoordinates(odo(x1, x2, H1, H2)); |
| 127 | } |
| 128 | |
| 129 | /// @return a deep copy of this factor |
| 130 | gtsam::NonlinearFactor::shared_ptr clone() const override { |
| 131 | return std::static_pointer_cast<gtsam::NonlinearFactor>( |
| 132 | r: gtsam::NonlinearFactor::shared_ptr(new This(*this))); } |
| 133 | |
| 134 | }; |
| 135 | |
| 136 | typedef GenericOdometry<Pose2> Odometry; |
| 137 | |
| 138 | /// Graph specialization for syntactic sugar use with matlab |
| 139 | class Graph : public NonlinearFactorGraph { |
| 140 | public: |
| 141 | Graph() {} |
| 142 | // TODO: add functions to add factors |
| 143 | }; |
| 144 | |
| 145 | } // namespace simulated2DOriented |
| 146 | |