MultiLevelPlanarManipulatorDemo.cpp

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/* Author: Andreas Orthey */
 
// This is basically just a simplified version of Ryan Luna's Demo, used for
// testing purposes of the multilevel planning framework
 
#include <fstream>
 
#include "boost/program_options.hpp"
#include "../PlanarManipulator/PolyWorld.h"
#include "../PlanarManipulator/PlanarManipulatorPolyWorld.h"
#include "../PlanarManipulator/PlanarManipulator.h"
#include "../PlanarManipulator/PlanarManipulatorStateSpace.h"
#include "../PlanarManipulator/PlanarManipulatorStateValidityChecker.h"
#include "../PlanarManipulator/PlanarManipulatorIKGoal.h"
#include "MultiLevelPlanarManipulatorCommon.h"
 
#include <ompl/geometric/planners/rrt/RRTConnect.h>
#include <ompl/geometric/planners/rrt/RRT.h>
#include <ompl/base/spaces/SE2StateSpace.h>
#include <ompl/base/spaces/RealVectorStateSpace.h>
#include <ompl/multilevel/planners/qrrt/QRRT.h>
#include <ompl/multilevel/planners/qmp/QMP.h>
 
#include <ompl/multilevel/datastructures/Projection.h>
#include <ompl/multilevel/datastructures/projections/SE2_R2.h>
 
using namespace ompl::geometric;
 
namespace ompl
{
    namespace multilevel
    {
        OMPL_CLASS_FORWARD(Projection);
    }
}  // namespace ompl
 
class ProjectionJointSpaceToSE2 : public ompl::multilevel::Projection
{
public:
    ProjectionJointSpaceToSE2(StateSpacePtr bundle, StateSpacePtr base, PlanarManipulator *manip)
      : Projection(bundle, base), manip_(manip)
    {
        type_ = ompl::multilevel::PROJECTION_TASK_SPACE;
    }
 
    void project(const State *xBundle, State *xBase) const
    {
        std::vector<double> reals;
        getBundle()->copyToReals(reals, xBundle);
 
        Eigen::Affine2d eeFrame;
        manip_->FK(reals, eeFrame);
 
        double x = eeFrame.translation()(0);
        double y = eeFrame.translation()(1);
        double yaw = acos(eeFrame.matrix()(0, 0));
 
        xBase->as<SE2StateSpace::StateType>()->setXY(x, y);
        xBase->as<SE2StateSpace::StateType>()->setYaw(yaw);
 
        getBundle()->printState(xBundle);
        getBase()->printState(xBase);
    }
 
    void lift(const State *xBase, State *xBundle) const
    {
        std::vector<double> reals;
        getBase()->copyToReals(reals, xBase);
 
        // to Eigen
        Eigen::Affine2d eeFrame = Eigen::Affine2d::Identity();
        eeFrame.translation()(0) = reals.at(0);
        eeFrame.translation()(1) = reals.at(1);
        eeFrame.rotate(reals.at(2));
 
        std::vector<double> solution;
        manip_->FABRIK(solution, eeFrame);
 
        double *angles = xBundle->as<PlanarManipulatorStateSpace::StateType>()->values;
        for (uint k = 0; k < solution.size(); k++)
        {
            angles[k] = solution.at(k);
        }
    }
 
private:
    PlanarManipulator *manip_;
};
 
int main()
{
    Eigen::Affine2d baseFrame;
    Eigen::Affine2d goalFrame;
 
    PlanarManipulator manipulator = PlanarManipulator(numLinks, 1.0 / numLinks);
    PolyWorld world = createCorridorProblem(numLinks, baseFrame, goalFrame);
 
    // #########################################################################
    // ## Create robot joint configuration space [TOTAL SPACE]
    // #########################################################################
    ompl::base::StateSpacePtr space(new PlanarManipulatorStateSpace(numLinks));
    ompl::base::RealVectorBounds bounds(numLinks);
    bounds.setLow(-M_PI);
    bounds.setHigh(M_PI);
    space->as<PlanarManipulatorStateSpace>()->setBounds(bounds);
    manipulator.setBounds(bounds.low, bounds.high);
 
    SpaceInformationPtr si = std::make_shared<SpaceInformation>(space);
    si->setStateValidityChecker(std::make_shared<PlanarManipulatorCollisionChecker>(si, manipulator, &world));
    si->setStateValidityCheckingResolution(0.001);
 
    // #########################################################################
    // ## Create task space [SE2 BASE SPACE]
    // #########################################################################
    ompl::base::StateSpacePtr spaceSE2(new SE2StateSpace());
    ompl::base::RealVectorBounds boundsWorkspace(2);
    boundsWorkspace.setLow(-2);
    boundsWorkspace.setHigh(+2);
    spaceSE2->as<SE2StateSpace>()->setBounds(boundsWorkspace);
 
    SpaceInformationPtr siSE2 = std::make_shared<SpaceInformation>(spaceSE2);
    siSE2->setStateValidityChecker(std::make_shared<SE2CollisionChecker>(siSE2, &world));
    siSE2->setStateValidityCheckingResolution(0.001);
 
    // #########################################################################
    // ## Create task space [R2 BASE SPACE]
    // #########################################################################
    //  ompl::base::StateSpacePtr spaceR2(new RealVectorStateSpace(2));
    //  ompl::base::RealVectorBounds boundsR2(2);
    //  boundsR2.setLow(-2);
    //  boundsR2.setHigh(+2);
    //  spaceR2->as<RealVectorStateSpace>()->setBounds(boundsR2);
 
    // SpaceInformationPtr siR2 = std::make_shared<SpaceInformation>(spaceR2);
    // // siR2->setStateValidityChecker(std::make_shared<AllValidStateValidityChecker>(siR2));
    // siR2->setStateValidityChecker(std::make_shared<R2CollisionChecker>(siR2, &world));
    // siR2->setStateValidityCheckingResolution(0.001);
 
    // #########################################################################
    // ## Create mapping total to base space [PROJECTION]
    // #########################################################################
    ompl::multilevel::ProjectionPtr projAB = std::make_shared<ProjectionJointSpaceToSE2>(space, spaceSE2, &manipulator);
 
    // ompl::multilevel::ProjectionPtr projBC = std::make_shared<ompl::multilevel::Projection_SE2_R2>(spaceSE2,
    // spaceR2);
 
    // std::static_pointer_cast<ompl::multilevel::FiberedProjection>(projBC)->makeFiberSpace();
 
    // #########################################################################
    // ## Put it all together
    // #########################################################################
    std::vector<SpaceInformationPtr> siVec;
    std::vector<ompl::multilevel::ProjectionPtr> projVec;
 
    // siVec.push_back(siR2);      // Base Space R2
    // projVec.push_back(projBC);  // Projection R2 to SE2
    siVec.push_back(siSE2);     // Base Space SE2
    projVec.push_back(projAB);  // Projection SE2 to X
    siVec.push_back(si);        // State Space X
 
    auto planner = std::make_shared<ompl::multilevel::QRRT>(siVec, projVec);
 
    // #########################################################################
    // ## Set start state
    // #########################################################################
    ompl::base::State *start = si->allocState();
    double *start_angles = start->as<PlanarManipulatorStateSpace::StateType>()->values;
 
    for (int i = 0; i < numLinks; ++i)
    {
        start_angles[i] = 1e-1 * (pow(-1, i)) + i * 1e-3;
        // start_angles[i] = 1e-7;//1e-1*(pow(-1,i)) + i*1e-3;
    }
 
    // #########################################################################
    // ## Set goal state
    // #########################################################################
    //  0.346324 0.0828153 2.96842 -2.17559 -0.718962 0.16532 -0.228314 0.172762 0.0471638 0.341137
    ompl::base::State *goal = si->allocState();
 
    std::vector<double> goalJoints;
    manipulator.IK(goalJoints, goalFrame);
 
    double *goal_angles = goal->as<PlanarManipulatorStateSpace::StateType>()->values;
    goal_angles[0] = 0.346324;
    goal_angles[1] = 0.0828153;
    goal_angles[2] = 2.96842;
    goal_angles[3] = -2.17559;
    goal_angles[4] = -0.718962;
    goal_angles[5] = 0.16532;
    goal_angles[6] = -0.228314;
    goal_angles[7] = 0.172762;
 
    ProblemDefinitionPtr pdef = std::make_shared<ProblemDefinition>(si);
    pdef->addStartState(start);
    pdef->setGoalState(goal, 1e-3);
 
    si->freeState(start);
    si->freeState(goal);
 
    // #########################################################################
    // ## Invoke planner
    // #########################################################################
    planner->setProblemDefinition(pdef);
    planner->setup();
 
    PlannerStatus status = planner->Planner::solve(timeout);
 
    if (status == ompl::base::PlannerStatus::EXACT_SOLUTION ||
        status == ompl::base::PlannerStatus::APPROXIMATE_SOLUTION)
    {
        PathPtr path = pdef->getSolutionPath();
        PathGeometric &pgeo = *static_cast<PathGeometric *>(path.get());
        OMPL_INFORM("Solution path has %d states", pgeo.getStateCount());
 
        pgeo.interpolate(250);
        WriteVisualization(manipulator, &world, pgeo);
    }
}