OwenStateSpace.cpp

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/* Author: Mark Moll */
 
#include "ompl/base/spaces/OwenStateSpace.h"
#include "ompl/base/spaces/Dubins3DMotionValidator.h"
#include "ompl/base/SpaceInformation.h"
#include "ompl/tools/config/MagicConstants.h"
#include "ompl/util/Exception.h"
#include <boost/math/tools/toms748_solve.hpp>
 
using namespace ompl::base;
 
namespace
{
    constexpr double twopi = 2. * boost::math::constants::pi<double>();
 
    // tolerance for boost root finding algorithm
    const boost::math::tools::eps_tolerance<double> TOLERANCE(20);
 
    // max # iterations for searching for roots
    constexpr std::uintmax_t MAX_ITER = 32;
}  // namespace
 
OwenStateSpace::OwenStateSpace(double turningRadius, double maxPitch)
  : rho_(turningRadius), tanMaxPitch_(std::tan(maxPitch)), dubinsSpace_(turningRadius)
{
    setName("Owen" + getName());
    type_ = STATE_SPACE_OWEN;
    addSubspace(std::make_shared<RealVectorStateSpace>(3), 1.0);
    addSubspace(std::make_shared<SO2StateSpace>(), 0.5);
    lock();
}
 
State *OwenStateSpace::allocState() const
{
    auto *state = new StateType();
    allocStateComponents(state);
    return state;
}
 
void OwenStateSpace::registerProjections()
{
    class OwenDefaultProjection : public ProjectionEvaluator
    {
    public:
        OwenDefaultProjection(const StateSpace *space) : ProjectionEvaluator(space)
        {
        }
 
        unsigned int getDimension() const override
        {
            return 3;
        }
 
        void defaultCellSizes() override
        {
            cellSizes_.resize(3);
            bounds_ = space_->as<OwenStateSpace>()->getBounds();
            cellSizes_[0] = (bounds_.high[0] - bounds_.low[0]) / magic::PROJECTION_DIMENSION_SPLITS;
            cellSizes_[1] = (bounds_.high[1] - bounds_.low[1]) / magic::PROJECTION_DIMENSION_SPLITS;
            cellSizes_[2] = (bounds_.high[2] - bounds_.low[2]) / magic::PROJECTION_DIMENSION_SPLITS;
        }
 
        void project(const State *state, Eigen::Ref<Eigen::VectorXd> projection) const override
        {
            projection = Eigen::Map<const Eigen::VectorXd>(
                state->as<OwenStateSpace::StateType>()->as<RealVectorStateSpace::StateType>(0)->values, 3);
        }
    };
 
    registerDefaultProjection(std::make_shared<OwenDefaultProjection>(this));
}
 
std::optional<OwenStateSpace::PathType> OwenStateSpace::getPath(const State *state1, const State *state2) const
{
    auto s1 = state1->as<StateType>();
    auto s2 = state2->as<StateType>();
    auto path = dubinsSpace_.getPath(state1, state2, rho_);
    double dz = (*s2)[2] - (*s1)[2], len = rho_ * path.length();
    if (std::abs(dz) <= len * tanMaxPitch_)
    {
        // low altitude path
        return PathType{path, rho_, dz};
    }
    else if (std::abs(dz) > (len + twopi * rho_) * tanMaxPitch_)
    {
        // high altitude path
        unsigned int k = std::floor((std::abs(dz) / tanMaxPitch_ - len) / (twopi * rho_));
        auto radius = rho_;
        auto radiusFun = [&, this](double r)
        { return (dubinsSpace_.getPath(state1, state2, r).length() + twopi * k) * r * tanMaxPitch_ - std::abs(dz); };
        std::uintmax_t iter = MAX_ITER;
        auto result = boost::math::tools::bracket_and_solve_root(radiusFun, radius, 2., true, TOLERANCE, iter);
        radius = .5 * (result.first + result.second);
        // Discontinuities in the Dubins distance and, by extension, radiusFun can cause bracket_and_solve_root to fail.
        if (std::abs(radiusFun(radius)) > 1e-5)
            return {};
        path = dubinsSpace_.getPath(state1, state2, radius);
        return PathType{path, radius, dz, k};
    }
 
    // medium altitude path
    {
        auto zi = dubinsSpace_.allocState()->as<DubinsStateSpace::StateType>();
        auto phi = 0.1;
        auto phiFun = [&, this](double phi)
        {
            turn(state1, rho_, phi, zi);
            return (std::abs(phi) + dubinsSpace_.getPath(zi, state2).length()) * rho_ * tanMaxPitch_ - std::abs(dz);
        };
 
        try
        {
            std::uintmax_t iter = MAX_ITER;
            auto result = boost::math::tools::bracket_and_solve_root(phiFun, phi, 2., true, TOLERANCE, iter);
            phi = .5 * (result.first + result.second);
            if (std::abs(phiFun(phi)) > 1e-5)
                throw std::domain_error("fail");
        }
        catch (...)
        {
            try
            {
                std::uintmax_t iter = MAX_ITER;
                phi = -.1;
                auto result = boost::math::tools::bracket_and_solve_root(phiFun, phi, 2., true, TOLERANCE, iter);
                phi = .5 * (result.first + result.second);
            }
            catch (...)
            {
                // OMPL_ERROR("this shouldn't be happening!");
                return {};
            }
        }
        assert(std::abs(phiFun(phi)) < 1e-5);
        turn(state1, rho_, phi, zi);
        path = dubinsSpace_.getPath(zi, state2, rho_);
        dubinsSpace_.freeState(zi);
        return PathType{path, rho_, dz, phi};
    }
}
 
void OwenStateSpace::turn(const State *from, double turnRadius, double angle, State *state) const
{
    auto s0 = from->as<DubinsStateSpace::StateType>();
    auto s1 = state->as<DubinsStateSpace::StateType>();
    double theta = s0->getYaw(), phi = theta + angle, r = (angle > 0 ? turnRadius : -turnRadius);
    s1->setXY(s0->getX() + r * (std::sin(phi) - std::sin(theta)), s0->getY() + r * (-std::cos(phi) + std::cos(theta)));
    s1->setYaw(phi);
}
 
double OwenStateSpace::distance(const State *state1, const State *state2) const
{
    if (auto path = getPath(state1, state2))
        return path->length();
    return getMaximumExtent();
}
 
unsigned int OwenStateSpace::validSegmentCount(const State *state1, const State *state2) const
{
    return StateSpace::validSegmentCount(state1, state2);
}
 
void OwenStateSpace::interpolate(const State *from, const State *to, double t, State *state) const
{
    if (auto path = getPath(from, to))
        interpolate(from, to, t, *path, state);
    else if (from != state)
        copyState(state, from);
}
 
void OwenStateSpace::interpolate(const State *from, const State *to, double t, PathType &path, State *state) const
{
    if (t >= 1.)
    {
        if (to != state)
            copyState(state, to);
        return;
    }
    if (t <= 0.)
    {
        if (from != state)
            copyState(state, from);
        return;
    }
 
    auto f = from->as<StateType>();
    auto s = state->as<StateType>();
    (*s)[2] = (*f)[2] + t * path.deltaZ_;
    if (path.phi_ == 0.)
    {
        if (path.numTurns_ == 0)
        {
            // low altitude path
            dubinsSpace_.interpolate(from, path.path_, t, state, path.turnRadius_);
        }
        else
        {
            // high altitude path
            auto lengthSpiral = twopi * path.turnRadius_ * path.numTurns_;
            auto lengthPath = path.turnRadius_ * path.path_.length();
            auto length = lengthSpiral + lengthPath, dist = t * length;
            if (dist > lengthSpiral)
                dubinsSpace_.interpolate(from, path.path_, (dist - lengthSpiral) / lengthPath, state, path.turnRadius_);
            else
                turn(from, path.turnRadius_, dist / path.turnRadius_, state);
        }
    }
    else
    {
        // medium altitude path
        auto lengthTurn = std::abs(path.phi_) * path.turnRadius_;
        auto lengthPath = path.turnRadius_ * path.path_.length();
        auto length = lengthTurn + lengthPath, dist = t * length;
        if (dist > lengthTurn)
        {
            State *s = (state == to) ? dubinsSpace_.allocState() : state;
            turn(from, path.turnRadius_, path.phi_, s);
            dubinsSpace_.interpolate(s, path.path_, (dist - lengthTurn) / lengthPath, state, path.turnRadius_);
            if (state == to)
                dubinsSpace_.freeState(s);
        }
        else
        {
            auto angle = dist / path.turnRadius_;
            if (path.phi_ < 0)
                angle = -angle;
            turn(from, path.turnRadius_, angle, state);
        }
    }
 
    getSubspace(1)->enforceBounds(state->as<CompoundStateSpace::StateType>()->as<SO2StateSpace::StateType>(1));
}
 
double OwenStateSpace::PathType::length() const
{
    double hlen = turnRadius_ * (path_.length() + twopi * numTurns_ + phi_);
    return std::sqrt(hlen * hlen + deltaZ_ * deltaZ_);
}
 
OwenStateSpace::PathCategory OwenStateSpace::PathType::category() const
{
    if (phi_ == 0.)
    {
        if (numTurns_ == 0)
            return PathCategory::LOW_ALTITUDE;
        else
            return PathCategory::HIGH_ALTITUDE;
    }
    else
    {
        if (numTurns_ == 0)
            return PathCategory::MEDIUM_ALTITUDE;
        else
            return PathCategory::UNKNOWN;
    }
}
 
namespace ompl::base
{
    std::ostream &operator<<(std::ostream &os, const OwenStateSpace::PathType &path)
    {
        static const DubinsStateSpace dubinsStateSpace;
 
        os << "OwenPath[ category = " << (char)path.category() << "\n\tlength = " << path.length()
           << "\n\tturnRadius=" << path.turnRadius_ << "\n\tdeltaZ=" << path.deltaZ_ << "\n\tphi=" << path.phi_
           << "\n\tnumTurns=" << path.numTurns_ << "\n\tpath=" << path.path_;
        os << "]";
        return os;
    }
}  // namespace ompl::base