MultiLevelPlanningRigidBody2D.cpp

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/* Author: Andreas Orthey */
 
#include <ompl/base/spaces/SE2StateSpace.h>
#include <ompl/base/spaces/RealVectorStateSpace.h>
#include <ompl/base/SpaceInformation.h>
#include <ompl/base/StateSpace.h>
#include <ompl/multilevel/planners/qrrt/QRRT.h>
#include <iostream>
#include <boost/math/constants/constants.hpp>
 
using namespace ompl::base;
 
// Path Planning on fiber bundle SE2 \rightarrow R2
 
bool boxConstraint(const double values[])
{
    const double &x = values[0] - 0.5;
    const double &y = values[1] - 0.5;
    double pos_cnstr = sqrt(x * x + y * y);
    return (pos_cnstr > 0.2);
}
bool isStateValid_SE2(const State *state)
{
    const auto *SE2state = state->as<SE2StateSpace::StateType>();
    const auto *R2 = SE2state->as<RealVectorStateSpace::StateType>(0);
    const auto *SO2 = SE2state->as<SO2StateSpace::StateType>(1);
    return boxConstraint(R2->values) && (SO2->value < boost::math::constants::pi<double>() / 2.0);
}
bool isStateValid_R2(const State *state)
{
    const auto *R2 = state->as<RealVectorStateSpace::StateType>();
    return boxConstraint(R2->values);
}
 
int main()
{
    // Setup SE2
    auto SE2(std::make_shared<SE2StateSpace>());
    RealVectorBounds bounds(2);
    bounds.setLow(0);
    bounds.setHigh(1);
    SE2->setBounds(bounds);
    SpaceInformationPtr si_SE2(std::make_shared<SpaceInformation>(SE2));
    si_SE2->setStateValidityChecker(isStateValid_SE2);
 
    // Setup Quotient-Space R2
    auto R2(std::make_shared<RealVectorStateSpace>(2));
    R2->setBounds(0, 1);
    SpaceInformationPtr si_R2(std::make_shared<SpaceInformation>(R2));
    si_R2->setStateValidityChecker(isStateValid_R2);
 
    // Create vector of spaceinformationptr
    std::vector<SpaceInformationPtr> si_vec;
    si_vec.push_back(si_R2);
    si_vec.push_back(si_SE2);
 
    // Define Planning Problem
    using SE2State = ScopedState<SE2StateSpace>;
    SE2State start_SE2(SE2);
    SE2State goal_SE2(SE2);
    start_SE2->setXY(0, 0);
    start_SE2->setYaw(0);
    goal_SE2->setXY(1, 1);
    goal_SE2->setYaw(0);
 
    ProblemDefinitionPtr pdef = std::make_shared<ProblemDefinition>(si_SE2);
    pdef->setStartAndGoalStates(start_SE2, goal_SE2);
 
    // Setup Planner using vector of spaceinformationptr
    auto planner = std::make_shared<ompl::multilevel::QRRT>(si_vec);
 
    // Planner can be used as any other OMPL algorithm
    planner->setProblemDefinition(pdef);
    planner->setup();
 
    PlannerStatus solved = planner->Planner::solve(1.0);
 
    if (solved)
    {
        std::cout << std::string(80, '-') << std::endl;
        std::cout << "Bundle Space Path (SE2):" << std::endl;
        std::cout << std::string(80, '-') << std::endl;
        pdef->getSolutionPath()->print(std::cout);
 
        std::cout << std::string(80, '-') << std::endl;
        std::cout << "Base Space Path (R2)   :" << std::endl;
        std::cout << std::string(80, '-') << std::endl;
        const ProblemDefinitionPtr pdefR2 = planner->getProblemDefinition(0);
        pdefR2->getSolutionPath()->print(std::cout);
        std::cout << std::string(80, '-') << std::endl;
    }
    return 0;
}