CParameterizedTrajectoryGenerator.cpp

Go to the documentation of this file.

/* +------------------------------------------------------------------------+
   |                     Mobile Robot Programming Toolkit (MRPT)            |
   |                          http://www.mrpt.org/                          |
   |                                                                        |
   | Copyright (c) 2005-2018, Individual contributors, see AUTHORS file     |
   | See: http://www.mrpt.org/Authors - All rights reserved.                |
   | Released under BSD License. See details in http://www.mrpt.org/License |
   +------------------------------------------------------------------------+ */
 
#include "nav-precomp.h"  // Precomp header
 
#include <mrpt/serialization/CArchive.h>
#include <mrpt/nav/tpspace/CParameterizedTrajectoryGenerator.h>
#include <mrpt/system/filesystem.h>
#include <mrpt/system/os.h>
#include <mrpt/opengl/CSetOfLines.h>
 
using namespace mrpt::nav;
 
static std::string OUTPUT_DEBUG_PATH_PREFIX = "./reactivenav.logs";
static PTG_collision_behavior_t COLLISION_BEHAVIOR =
    mrpt::nav::COLL_BEH_BACK_AWAY;
 
std::string& CParameterizedTrajectoryGenerator::OUTPUT_DEBUG_PATH_PREFIX()
{
    return ::OUTPUT_DEBUG_PATH_PREFIX;
}
 
PTG_collision_behavior_t&
    CParameterizedTrajectoryGenerator::COLLISION_BEHAVIOR()
{
    return ::COLLISION_BEHAVIOR;
}
 
IMPLEMENTS_VIRTUAL_SERIALIZABLE(
    CParameterizedTrajectoryGenerator, CSerializable, mrpt::nav)
 
CParameterizedTrajectoryGenerator::CParameterizedTrajectoryGenerator()
    : refDistance(.0),
      m_alphaValuesCount(0),
      m_score_priority(1.0),
      m_clearance_num_points(5),
      m_clearance_decimated_paths(15),
      m_nav_dyn_state(),
      m_nav_dyn_state_target_k(INVALID_PTG_PATH_INDEX),
      m_is_initialized(false)
{
}
 
void CParameterizedTrajectoryGenerator::loadDefaultParams()
{
    m_alphaValuesCount = 121;
    refDistance = 6.0;
    m_score_priority = 1.0;
    m_clearance_num_points = 5;
    m_clearance_decimated_paths = 15;
}
 
bool CParameterizedTrajectoryGenerator::supportVelCmdNOP() const
{
    return false;
}
double CParameterizedTrajectoryGenerator::maxTimeInVelCmdNOP(int path_k) const
{
    return .0;
}
 
void CParameterizedTrajectoryGenerator::loadFromConfigFile(
    const mrpt::config::CConfigFileBase& cfg, const std::string& sSection)
{
    MRPT_LOAD_HERE_CONFIG_VAR_NO_DEFAULT(
        num_paths, uint64_t, m_alphaValuesCount, cfg, sSection);
    MRPT_LOAD_CONFIG_VAR_NO_DEFAULT(refDistance, double, cfg, sSection);
    MRPT_LOAD_HERE_CONFIG_VAR(
        score_priority, double, m_score_priority, cfg, sSection);
    MRPT_LOAD_HERE_CONFIG_VAR(
        clearance_num_points, double, m_clearance_num_points, cfg, sSection);
    MRPT_LOAD_HERE_CONFIG_VAR(
        clearance_decimated_paths, double, m_clearance_decimated_paths, cfg,
        sSection);
 
    // Ensure a minimum of resolution:
    mrpt::keep_max(
        m_clearance_num_points,
        static_cast<decltype(m_clearance_num_points)>(refDistance / 1.0));
 
    // Optional params, for debugging only
    MRPT_LOAD_HERE_CONFIG_VAR(
        vxi, double, m_nav_dyn_state.curVelLocal.vx, cfg, sSection);
    MRPT_LOAD_HERE_CONFIG_VAR(
        vyi, double, m_nav_dyn_state.curVelLocal.vy, cfg, sSection);
    MRPT_LOAD_HERE_CONFIG_VAR_DEGREES(
        wi, double, m_nav_dyn_state.curVelLocal.omega, cfg, sSection);
 
    MRPT_LOAD_HERE_CONFIG_VAR(
        reltrg_x, double, m_nav_dyn_state.relTarget.x, cfg, sSection);
    MRPT_LOAD_HERE_CONFIG_VAR(
        reltrg_y, double, m_nav_dyn_state.relTarget.y, cfg, sSection);
    MRPT_LOAD_HERE_CONFIG_VAR_DEGREES(
        reltrg_phi, double, m_nav_dyn_state.relTarget.phi, cfg, sSection);
 
    MRPT_LOAD_HERE_CONFIG_VAR(
        target_rel_speed, double, m_nav_dyn_state.targetRelSpeed, cfg,
        sSection);
}
void CParameterizedTrajectoryGenerator::saveToConfigFile(
    mrpt::config::CConfigFileBase& cfg, const std::string& sSection) const
{
    MRPT_START
    const int WN = 25, WV = 30;
 
    cfg.write(
        sSection, "num_paths", m_alphaValuesCount, WN, WV,
        "Number of discrete paths (`resolution`) in the PTG");
    cfg.write(
        sSection, "refDistance", refDistance, WN, WV,
        "Maximum distance (meters) for building trajectories (visibility "
        "range)");
    cfg.write(
        sSection, "score_priority", m_score_priority, WN, WV,
        "When used in path planning, a multiplying factor (default=1.0) for "
        "the scores for this PTG. Assign values <1 to PTGs with low priority.");
    cfg.write(
        sSection, "clearance_num_points", m_clearance_num_points, WN, WV,
        "Number of steps for the piecewise-constant approximation of clearance "
        "(Default=5).");
    cfg.write(
        sSection, "clearance_decimated_paths", m_clearance_decimated_paths, WN,
        WV,
        "Number of decimated paths for estimation of clearance (Default=15).");
 
    // Optional params, for debugging only
    cfg.write(
        sSection, "vxi", m_nav_dyn_state.curVelLocal.vx, WN, WV,
        "(Only for debugging) Current robot velocity vx [m/s].");
    cfg.write(
        sSection, "vyi", m_nav_dyn_state.curVelLocal.vy, WN, WV,
        "(Only for debugging) Current robot velocity vy [m/s].");
    cfg.write(
        sSection, "wi", mrpt::RAD2DEG(m_nav_dyn_state.curVelLocal.omega), WN,
        WV, "(Only for debugging) Current robot velocity omega [deg/s].");
 
    cfg.write(
        sSection, "reltrg_x", m_nav_dyn_state.relTarget.x, WN, WV,
        "(Only for debugging) Relative target x [m].");
    cfg.write(
        sSection, "reltrg_y", m_nav_dyn_state.relTarget.y, WN, WV,
        "(Only for debugging) Relative target y [m].");
    cfg.write(
        sSection, "reltrg_phi", mrpt::RAD2DEG(m_nav_dyn_state.relTarget.phi),
        WN, WV, "(Only for debugging) Relative target phi [deg].");
 
    cfg.write(
        sSection, "target_rel_speed", m_nav_dyn_state.targetRelSpeed, WN, WV,
        "(Only for debugging) Desired relative speed at target [0,1]");
 
    MRPT_END
}
 
void CParameterizedTrajectoryGenerator::internal_readFromStream(
    mrpt::serialization::CArchive& in)
{
    this->deinitialize();
 
    uint8_t version;
    in >> version;
    switch (version)
    {
        case 0:
        case 1:
        case 2:
        case 3:
        case 4:
            in >> refDistance >> m_alphaValuesCount >> m_score_priority;
            if (version >= 1) in >> m_clearance_num_points;
            if (version == 2)
            {
                bool old_use_approx_clearance;
                in >> old_use_approx_clearance;  // ignored in v>=3
            }
            if (version >= 4)
            {
                in >> m_clearance_decimated_paths;
            }
            else
            {
                m_clearance_decimated_paths = m_alphaValuesCount;
            }
            break;
        default:
            MRPT_THROW_UNKNOWN_SERIALIZATION_VERSION(version)
    };
}
 
void CParameterizedTrajectoryGenerator::internal_writeToStream(
    mrpt::serialization::CArchive& out) const
{
    const uint8_t version = 4;
    out << version;
 
    out << refDistance << m_alphaValuesCount << m_score_priority
        << m_clearance_num_points /* v1 */;
    out << m_clearance_decimated_paths /* v4*/;
}
 
double CParameterizedTrajectoryGenerator::index2alpha(
    uint16_t k, const unsigned int num_paths)
{
    ASSERT_BELOW_(k, num_paths);
    return M_PI * (-1.0 + 2.0 * (k + 0.5) / num_paths);
}
 
double CParameterizedTrajectoryGenerator::index2alpha(uint16_t k) const
{
    return index2alpha(k, m_alphaValuesCount);
}
 
uint16_t CParameterizedTrajectoryGenerator::alpha2index(
    double alpha, const unsigned int num_paths)
{
    mrpt::math::wrapToPi(alpha);
    int k = mrpt::round(0.5 * (num_paths * (1.0 + alpha / M_PI) - 1.0));
    if (k < 0) k = 0;
    if (k >= static_cast<int>(num_paths)) k = num_paths - 1;
    return (uint16_t)k;
}
 
uint16_t CParameterizedTrajectoryGenerator::alpha2index(double alpha) const
{
    return alpha2index(alpha, m_alphaValuesCount);
}
 
void CParameterizedTrajectoryGenerator::renderPathAsSimpleLine(
    const uint16_t k, mrpt::opengl::CSetOfLines& gl_obj,
    const double decimate_distance, const double max_path_distance) const
{
    const size_t nPointsInPath = getPathStepCount(k);
 
    bool first = true;
    // Decimate trajectories: we don't need centimeter resolution!
    double last_added_dist = 0.0;
    for (size_t n = 0; n < nPointsInPath; n++)
    {
        const double d = this->getPathDist(
            k, n);  // distance thru path "k" until timestep "n"
 
        // Draw the TP only until we reach the target of the "motion" segment:
        if (max_path_distance >= 0.0 && d >= max_path_distance) break;
 
        if (d < last_added_dist + decimate_distance && n != 0)
            continue;  // skip: decimation
 
        last_added_dist = d;
 
        mrpt::math::TPose2D p;
        this->getPathPose(k, n, p);
 
        if (first)
        {
            first = false;
            gl_obj.appendLine(0, 0, 0, p.x, p.y, 0);
        }
        else
            gl_obj.appendLineStrip(p.x, p.y, 0);
    }
}
 
void CParameterizedTrajectoryGenerator::initTPObstacles(
    std::vector<double>& TP_Obstacles) const
{
    TP_Obstacles.resize(m_alphaValuesCount);
    for (size_t k = 0; k < m_alphaValuesCount; k++)
        initTPObstacleSingle(k, TP_Obstacles[k]);
}
void CParameterizedTrajectoryGenerator::initTPObstacleSingle(
    uint16_t k, double& TP_Obstacle_k) const
{
    TP_Obstacle_k = std::min(
        refDistance, m_nav_dyn_state_target_k != INVALID_PTG_PATH_INDEX
                         ? refDistance
                         : this->getPathDist(k, this->getPathStepCount(k) - 1));
}
 
bool CParameterizedTrajectoryGenerator::debugDumpInFiles(
    const std::string& ptg_name) const
{
    using namespace mrpt::system;
    using namespace std;
 
    const char* sPath =
        CParameterizedTrajectoryGenerator::OUTPUT_DEBUG_PATH_PREFIX().c_str();
 
    mrpt::system::createDirectory(sPath);
    mrpt::system::createDirectory(mrpt::format("%s/PTGs", sPath));
 
    const string sFilTxt_x =
        mrpt::format("%s/PTGs/PTG%s_x.txt", sPath, ptg_name.c_str());
    const string sFilTxt_y =
        mrpt::format("%s/PTGs/PTG%s_y.txt", sPath, ptg_name.c_str());
    const string sFilTxt_phi =
        mrpt::format("%s/PTGs/PTG%s_phi.txt", sPath, ptg_name.c_str());
    const string sFilTxt_t =
        mrpt::format("%s/PTGs/PTG%s_t.txt", sPath, ptg_name.c_str());
    const string sFilTxt_d =
        mrpt::format("%s/PTGs/PTG%s_d.txt", sPath, ptg_name.c_str());
 
    ofstream fx(sFilTxt_x.c_str());
    if (!fx.is_open()) return false;
    ofstream fy(sFilTxt_y.c_str());
    if (!fy.is_open()) return false;
    ofstream fp(sFilTxt_phi.c_str());
    if (!fp.is_open()) return false;
    ofstream fd(sFilTxt_d.c_str());
    if (!fd.is_open()) return false;
 
    const size_t nPaths = getAlphaValuesCount();
 
    // Text version:
    fx << "% PTG data file for 'x'. Each row is the trajectory for a different "
          "'alpha' parameter value."
       << endl;
    fy << "% PTG data file for 'y'. Each row is the trajectory for a different "
          "'alpha' parameter value."
       << endl;
    fp << "% PTG data file for 'phi'. Each row is the trajectory for a "
          "different 'alpha' parameter value."
       << endl;
    fd << "% PTG data file for 'd'. Each row is the trajectory for a different "
          "'alpha' parameter value."
       << endl;
 
    vector<size_t> path_length(nPaths);
    for (size_t k = 0; k < nPaths; k++) path_length[k] = getPathStepCount(k);
 
    size_t maxPoints = 0;
    for (size_t k = 0; k < nPaths; k++)
        maxPoints = max(maxPoints, path_length[k]);
 
    for (size_t k = 0; k < nPaths; k++)
    {
        for (size_t n = 0; n < maxPoints; n++)
        {
            const size_t nn = std::min(n, path_length[k] - 1);
            mrpt::math::TPose2D p;
            this->getPathPose(k, nn, p);
            fx << p.x << " ";
            fy << p.y << " ";
            fp << p.phi << " ";
            fd << this->getPathDist(k, nn) << " ";
        }
        fx << endl;
        fy << endl;
        fp << endl;
        fd << endl;
    }
 
    return true;
}
 
bool CParameterizedTrajectoryGenerator::isInitialized() const
{
    return m_is_initialized;
}
 
void CParameterizedTrajectoryGenerator::updateNavDynamicState(
    const CParameterizedTrajectoryGenerator::TNavDynamicState& newState,
    const bool force_update)
{
    // Make sure there is a real difference: notifying a PTG that a condition
    // changed
    // may imply a significant computational cost if paths need to be
    // re-evaluated on the fly, etc.
    // so the cost of the comparison here is totally worth:
    if (force_update || m_nav_dyn_state != newState)
    {
        ASSERT_(
            newState.targetRelSpeed >= .0 &&
            newState.targetRelSpeed <= 1.0);  // sanity check
        m_nav_dyn_state = newState;
 
        // 1st) Build PTG paths without counting for target slow-down:
        m_nav_dyn_state_target_k = INVALID_PTG_PATH_INDEX;
 
        this->onNewNavDynamicState();
 
        // 2nd) Save the special path for slow-down:
        if (this->supportSpeedAtTarget())
        {
            int target_k = -1;
            double target_norm_d;
            // bool is_exact = // JLB removed this constraint for being too
            // restrictive.
            this->inverseMap_WS2TP(
                m_nav_dyn_state.relTarget.x, m_nav_dyn_state.relTarget.y,
                target_k, target_norm_d, 1.0 /*large tolerance*/);
            if (target_norm_d > 0.01 && target_norm_d < 0.99 && target_k >= 0 &&
                target_k < m_alphaValuesCount)
            {
                m_nav_dyn_state_target_k = target_k;
                this->onNewNavDynamicState();  // Recalc
            }
        }
    }
}
 
void CParameterizedTrajectoryGenerator::initialize(
    const std::string& cacheFilename, const bool verbose)
{
    if (m_is_initialized) return;
 
    const std::string sCache =
        !cacheFilename.empty()
            ? cacheFilename
            : std::string("cache_") +
                  mrpt::system::fileNameStripInvalidChars(getDescription()) +
                  std::string(".bin.gz");
 
    this->internal_initialize(sCache, verbose);
    m_is_initialized = true;
}
void CParameterizedTrajectoryGenerator::deinitialize()
{
    if (!m_is_initialized) return;
    this->internal_deinitialize();
    m_is_initialized = false;
}
 
void CParameterizedTrajectoryGenerator::internal_TPObsDistancePostprocess(
    const double ox, const double oy, const double new_tp_obs_dist,
    double& inout_tp_obs) const
{
    const bool is_obs_inside_robot_shape = isPointInsideRobotShape(ox, oy);
    if (!is_obs_inside_robot_shape)
    {
        mrpt::keep_min(inout_tp_obs, new_tp_obs_dist);
        return;
    }
 
    // Handle the special case of obstacles *inside* the robot at the begining
    // of the PTG path:
    switch (COLLISION_BEHAVIOR())
    {
        case COLL_BEH_STOP:
            inout_tp_obs = .0;
            break;
 
        case COLL_BEH_BACK_AWAY:
        {
            if (new_tp_obs_dist < getMaxRobotRadius())
            {
                // This means that we are getting apart of the obstacle:
                // ignore it to allow the robot to get off the near-collision:
                // Don't change inout_tp_obs.
                return;
            }
            else
            {
                // This means we are already in collision and trying to get even
                // closer
                // to the obstacle: totally disprove this action:
                inout_tp_obs = .0;
            }
        }
        break;
 
        default:
            THROW_EXCEPTION("Obstacle postprocessing enum not implemented!");
    }
}
 
void mrpt::nav::CParameterizedTrajectoryGenerator::initClearanceDiagram(
    ClearanceDiagram& cd) const
{
    cd.resize(m_alphaValuesCount, m_clearance_decimated_paths);
    for (unsigned int decim_k = 0; decim_k < m_clearance_decimated_paths;
         decim_k++)
    {
        const auto real_k = cd.decimated_k_to_real_k(decim_k);
        const size_t numPathSteps = getPathStepCount(real_k);
        const double numStepsPerIncr =
            (numPathSteps - 1.0) / double(m_clearance_num_points);
 
        auto& cl_path = cd.get_path_clearance_decimated(decim_k);
        for (double step_pointer_dbl = 0.0; step_pointer_dbl < numPathSteps;
             step_pointer_dbl += numStepsPerIncr)
        {
            const size_t step = mrpt::round(step_pointer_dbl);
            const double dist_over_path = this->getPathDist(real_k, step);
            cl_path[dist_over_path] = 1.0;  // create entry in map<>
        }
    }
}
 
void CParameterizedTrajectoryGenerator::updateClearance(
    const double ox, const double oy, ClearanceDiagram& cd) const
{
    // Initialize CD on first call:
    ASSERT_(cd.get_actual_num_paths() == m_alphaValuesCount);
    ASSERT_(m_clearance_num_points > 0 && m_clearance_num_points < 10000);
 
    // evaluate in derived-class: this function also keeps the minimum
    // automatically.
    for (uint16_t decim_k = 0; decim_k < cd.get_decimated_num_paths();
         decim_k++)
    {
        const auto real_k = cd.decimated_k_to_real_k(decim_k);
        this->evalClearanceSingleObstacle(
            ox, oy, real_k, cd.get_path_clearance_decimated(decim_k));
    }
}
 
void CParameterizedTrajectoryGenerator::updateClearancePost(
    ClearanceDiagram& cd, const std::vector<double>& TP_obstacles) const
{
    // Used only when in approx mode (Removed 30/01/2017)
}
 
void CParameterizedTrajectoryGenerator::evalClearanceSingleObstacle(
    const double ox, const double oy, const uint16_t k,
    ClearanceDiagram::dist2clearance_t& inout_realdist2clearance,
    bool treat_as_obstacle) const
{
    bool had_collision = false;
 
    const size_t numPathSteps = getPathStepCount(k);
    ASSERT_(numPathSteps > inout_realdist2clearance.size());
 
    const double numStepsPerIncr =
        (numPathSteps - 1.0) / (inout_realdist2clearance.size());
 
    double step_pointer_dbl = 0.0;
    const mrpt::math::TPoint2D og(ox, oy);  // obstacle in "global" frame
    mrpt::math::TPoint2D ol;  // obstacle in robot frame
 
    for (auto& e : inout_realdist2clearance)
    {
        step_pointer_dbl += numStepsPerIncr;
        const size_t step = mrpt::round(step_pointer_dbl);
        // const double dist_over_path = e.first;
        double& inout_clearance = e.second;
 
        if (had_collision)
        {
            // We found a collision in a previous step along this "k" path, so
            // it does not make sense to evaluate the clearance of a pose which
            // is not reachable:
            inout_clearance = .0;
            continue;
        }
 
        mrpt::math::TPose2D pose;
        this->getPathPose(k, step, pose);
 
        // obstacle to robot clearance:
        ol = pose.inverseComposePoint(og);
        const double this_clearance =
            treat_as_obstacle ? this->evalClearanceToRobotShape(ol.x, ol.y)
                              : ol.norm();
        if (this_clearance <= .0 && treat_as_obstacle)
        {
            // Collision:
            had_collision = true;
            inout_clearance = .0;
        }
        else
        {
            // The obstacle is not a direct collision.
            const double this_clearance_norm =
                this_clearance / this->refDistance;
 
            // Update minimum in output structure
            mrpt::keep_min(inout_clearance, this_clearance_norm);
        }
    }
}
 
CParameterizedTrajectoryGenerator::TNavDynamicState::TNavDynamicState()
    : curVelLocal(0, 0, 0),
      relTarget(20.0, 0, 0),  // Default: assume a "distant" target ahead
      targetRelSpeed(0)
{
}
 
bool CParameterizedTrajectoryGenerator::TNavDynamicState::operator==(
    const TNavDynamicState& o) const
{
    return (curVelLocal == o.curVelLocal) && (relTarget == o.relTarget) &&
           (targetRelSpeed == o.targetRelSpeed);
}
 
void mrpt::nav::CParameterizedTrajectoryGenerator::TNavDynamicState::
	writeToStream(mrpt::serialization::CArchive& out) const
{
    const uint8_t version = 0;
    out << version;
    // Data:
    out << curVelLocal << relTarget << targetRelSpeed;
}
 
void mrpt::nav::CParameterizedTrajectoryGenerator::TNavDynamicState::
	readFromStream(mrpt::serialization::CArchive& in)
{
    uint8_t version;
    in >> version;
    switch (version)
    {
        case 0:
            in >> curVelLocal >> relTarget >> targetRelSpeed;
            break;
        default:
            MRPT_THROW_UNKNOWN_SERIALIZATION_VERSION(version);
    };
}