2009-12-11 07:45:38 +08:00
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/**
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* @file Pose2Graph.cpp
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* @brief A factor graph for the 2D PoseSLAM problem
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* @authors Frank Dellaert, Viorela Ila
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*/
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Large gtsam refactoring
To support faster development *and* better performance Richard and I pushed through a large refactoring of NonlinearFactors.
The following are the biggest changes:
1) NonLinearFactor1 and NonLinearFactor2 are now templated on Config, Key type, and X type, where X is the argument to the measurement function.
2) The measurement itself is no longer kept in the nonlinear factor. Instead, a derived class (see testVSLAMFactor, testNonlinearEquality, testPose3Factor etc...) has to implement a function to compute the errors, "evaluateErrors". Instead of (h(x)-z), it needs to return (z-h(x)), so Ax-b is an approximation of the error. IMPORTANT: evaluateErrors needs - if asked - *combine* the calculation of the function value h(x) and the derivatives dh(x)/dx. This was a major performance issue. To do this, boost::optional<Matrix&> arguments are provided, and tin EvaluateErrors you just says something like
if (H) *H = Matrix_(3,6,....);
3) We are no longer using int or strings for nonlinear factors. Instead, the preferred key type is now Symbol, defined in Key.h. This is both fast and cool: you can construct it from an int, and cast it to a strong. It also does type checking: a Symbol<Pose3,'x'> will not match a Symbol<Pose2,'x'>
4) minor: take a look at LieConfig.h: it help you avoid writing a lot of code bu automatically creating configs for a certain type. See e.g. Pose3Config.h. A "double" LieConfig is on the way - Thanks Richard and Manohar !
2010-01-14 06:25:03 +08:00
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#include "Pose2Graph.h"
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2009-12-11 07:45:38 +08:00
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#include "FactorGraph-inl.h"
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#include "NonlinearFactorGraph-inl.h"
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2010-01-14 09:44:00 +08:00
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#include "NonlinearOptimizer-inl.h"
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#include "NonlinearEquality.h"
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2010-01-13 00:12:25 +08:00
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#include "graph-inl.h"
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2010-01-16 09:16:59 +08:00
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#include "LieConfig-inl.h"
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2009-12-11 07:45:38 +08:00
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2010-01-13 00:12:25 +08:00
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using namespace std;
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using namespace gtsam;
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2009-12-11 07:45:38 +08:00
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namespace gtsam {
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2010-01-16 09:16:59 +08:00
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/** Explicit instantiation of templated methods and functions */
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template class LieConfig<Symbol<Pose2,'x'>,Pose2>;
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template size_t dim(const Pose2Config& c);
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template Pose2Config expmap(const Pose2Config& c, const Vector& delta);
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template Pose2Config expmap(const Pose2Config& c, const VectorConfig& delta);
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2010-01-14 09:44:00 +08:00
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// explicit instantiation so all the code is there and we can link with it
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template class FactorGraph<NonlinearFactor<Pose2Config> > ;
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template class NonlinearFactorGraph<Pose2Config> ;
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template class NonlinearEquality<Pose2Config,Pose2Config::Key,Pose2> ;
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template class NonlinearOptimizer<Pose2Graph, Pose2Config>;
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2009-12-11 07:45:38 +08:00
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2010-01-16 09:16:59 +08:00
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/* ************************************************************************* */
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Pose2Config pose2Circle(size_t n, double R) {
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Pose2Config x;
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double theta = 0, dtheta = 2*M_PI/n;
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for(size_t i=0;i<n;i++, theta+=dtheta)
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x.insert(i, Pose2(cos(theta), sin(theta), M_PI_2 + theta));
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return x;
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}
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/* ************************************************************************* */
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2010-01-14 09:44:00 +08:00
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void Pose2Graph::addConstraint(const Pose2Config::Key& key, const Pose2& pose) {
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push_back(sharedFactor(new NonlinearEquality<Pose2Config, Pose2Config::Key,
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Pose2> (key, pose)));
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}
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2010-01-13 00:12:25 +08:00
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2010-01-16 09:16:59 +08:00
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/* ************************************************************************* */
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2010-01-14 09:44:00 +08:00
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bool Pose2Graph::equals(const Pose2Graph& p, double tol) const {
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return false;
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}
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2010-01-13 00:12:25 +08:00
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2009-12-11 07:45:38 +08:00
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} // namespace gtsam
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