ompl_control_solver.h

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#ifndef EXOTICA_OMPL_CONTROL_SOLVER_OMPL_CONTROL_SOLVER_H_
#define EXOTICA_OMPL_CONTROL_SOLVER_OMPL_CONTROL_SOLVER_H_
 
// #include <exotica_core/feedback_motion_solver.h>
#include <exotica_core/motion_solver.h>
#include <exotica_core/problems/dynamic_time_indexed_shooting_problem.h>
 
#include <exotica_ompl_control_solver/ompl_control_solver_initializer.h>
 
// TODO: Remove unused includes
#include <ompl/base/goals/GoalState.h>
#include <ompl/base/spaces/SE2StateSpace.h>
#include <ompl/control/SimpleSetup.h>
#include <ompl/control/SpaceInformation.h>
#include <ompl/control/spaces/RealVectorControlSpace.h>
 
namespace ob = ompl::base;
namespace oc = ompl::control;
 
typedef std::function<ob::PlannerPtr(const oc::SpaceInformationPtr &si)> ConfiguredPlannerAllocator;
 
namespace exotica
{
class OMPLStatePropagator : public oc::StatePropagator
{
public:
    OMPLStatePropagator(
        oc::SpaceInformationPtr si,
        DynamicsSolverPtr dynamics_solver_) : oc::StatePropagator(si), space_(si), dynamics_solver_(dynamics_solver_) {}
    void propagate(
        const ob::State *state,
        const oc::Control *control,
        const double duration,
        ob::State *result) const override
    {
        double t = 0;
        space_->copyState(result, state);
 
        while (t < duration)
        {
            Integrate(result, control, timeStep_);
            t += timeStep_;
        }
    }
 
    void setIntegrationTimeStep(double timeStep)
    {
        timeStep_ = timeStep;
    }
 
    double getIntegrationTimeStep() const
    {
        return timeStep_;
    }
 
private:
    double timeStep_ = 0.0;
    oc::SpaceInformationPtr space_;
    DynamicsSolverPtr dynamics_solver_;
 
    void Integrate(ob::State *ob_x, const oc::Control *oc_u, double dt) const
    {
        const int NU = dynamics_solver_->get_num_controls();
        const int NX = dynamics_solver_->get_num_positions() + dynamics_solver_->get_num_velocities();
 
        double *x = ob_x->as<ob::RealVectorStateSpace::StateType>()->values;
        double *u = oc_u->as<oc::RealVectorControlSpace::ControlType>()->values;
 
        Eigen::VectorXd eig_x = Eigen::Map<Eigen::VectorXd>(x, NX);
        Eigen::VectorXd eig_u = Eigen::Map<Eigen::VectorXd>(u, NU);
 
        Eigen::VectorXd x_new = dynamics_solver_->Simulate(eig_x, eig_u, dt);
        std::memcpy(x, x_new.data(), NX * sizeof(double));
    }
};
 
class OMPLControlSolver : public MotionSolver
{
public:
    void Solve(Eigen::MatrixXd &solution) override;
 
    void SpecifyProblem(PlanningProblemPtr pointer) override;
 
protected:
    template <typename PlannerType>
    static ob::PlannerPtr AllocatePlanner(const oc::SpaceInformationPtr &si)
    {
        ob::PlannerPtr planner(new PlannerType(si));
        return planner;
    }
 
    DynamicTimeIndexedShootingProblemPtr prob_;  
    DynamicsSolverPtr dynamics_solver_;          
 
    OMPLControlSolverInitializer init_;
 
    std::unique_ptr<oc::SimpleSetup> setup_;
    std::string algorithm_;
    ConfiguredPlannerAllocator planner_allocator_;
 
    void Setup();
 
    bool isStateValid(const oc::SpaceInformationPtr si, const ob::State *state)
    {
        return true;
    }
};
 
}  // namespace exotica
 
#endif  // EXOTICA_OMPL_CONTROL_SOLVER_OMPL_CONTROL_SOLVER_H_