CParameterizedTrajectoryGenerator.h

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/* +------------------------------------------------------------------------+
   |                     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 |
   +------------------------------------------------------------------------+ */
#pragma once
 
#include <mrpt/math/wrap2pi.h>
#include <mrpt/serialization/CSerializable.h>
#include <mrpt/core/round.h>
#include <mrpt/config/CConfigFileBase.h>
#include <mrpt/config/CLoadableOptions.h>
#include <mrpt/math/CPolygon.h>
#include <cstdint>
#include <mrpt/nav/holonomic/ClearanceDiagram.h>
#include <mrpt/poses/CPose2D.h>
#include <mrpt/kinematics/CVehicleVelCmd.h>
 
namespace mrpt
{
namespace opengl
{
class CSetOfLines;
}
}
 
namespace mrpt
{
namespace nav
{
/** Defines behaviors for where there is an obstacle *inside* the robot shape
  *right at the beginning of a PTG trajectory.
  *\ingroup nav_tpspace
  * \sa Used in CParameterizedTrajectoryGenerator::COLLISION_BEHAVIOR
  */
enum PTG_collision_behavior_t
{
        /** Favor getting back from too-close (almost collision) obstacles. */
        COLL_BEH_BACK_AWAY = 0,
        /** Totally dissallow any movement if there is any too-close (almost
           collision) obstacles. */
        COLL_BEH_STOP
};
 
/** \defgroup nav_tpspace TP-Space and PTG classes
  * \ingroup mrpt_nav_grp
  */
 
/** This is the base class for any user-defined PTG.
 *  There is a class factory interface in
 *CParameterizedTrajectoryGenerator::CreatePTG.
 *
 * Papers:
 *  - J.L. Blanco, J. Gonzalez-Jimenez, J.A. Fernandez-Madrigal, "Extending
 *Obstacle Avoidance Methods through Multiple Parameter-Space Transformations",
 *Autonomous Robots, vol. 24, no. 1, 2008.
 *http://ingmec.ual.es/~jlblanco/papers/blanco2008eoa_DRAFT.pdf
 *
 * Changes history:
 *      - 30/JUN/2004: Creation (JLBC)
 *      - 16/SEP/2004: Totally redesigned.
 *      - 15/SEP/2005: Totally rewritten again, for integration into MRPT
 *Applications Repository.
 *      - 19/JUL/2009: Simplified to use only STL data types, and created the class
 *factory interface.
 *      - MAY/2016: Refactored into CParameterizedTrajectoryGenerator,
 *CPTG_DiffDrive_CollisionGridBased, PTG classes renamed.
 *      - 2016-2018: Many features added to support "PTG continuation", dynamic
 *paths depending on vehicle speeds, etc.
 *
 *  \ingroup nav_tpspace
 */
class CParameterizedTrajectoryGenerator
        : public mrpt::serialization::CSerializable,
          public mrpt::config::CLoadableOptions
{
        DEFINE_VIRTUAL_SERIALIZABLE(CParameterizedTrajectoryGenerator)
   public:
        /** Default ctor. Must call `loadFromConfigFile()` before initialization */
        CParameterizedTrajectoryGenerator();
        /**  Destructor  */
        virtual ~CParameterizedTrajectoryGenerator() {}
        /** The class factory for creating a PTG from a list of parameters in a
          *section of a given config file (physical file or in memory).
          *  Possible parameters are:
          *       - Those explained in
          *CParameterizedTrajectoryGenerator::loadFromConfigFile()
          *       - Those explained in the specific PTG being created (see list of
          *derived classes)
          *
          * `ptgClassName` can be any PTG class name which has been registered as
          *any other
          * mrpt::serialization::CSerializable class.
          *
          * \exception std::logic_error On invalid or missing parameters.
          */
        static CParameterizedTrajectoryGenerator* CreatePTG(
                const std::string& ptgClassName,
                const mrpt::config::CConfigFileBase& cfg, const std::string& sSection,
                const std::string& sKeyPrefix);
 
        /** @name Virtual interface of each PTG implementation
         *  @{ */
        /** Gets a short textual description of the PTG and its parameters */
        virtual std::string getDescription() const = 0;
 
   protected:
        /** Must be called after setting all PTG parameters and before requesting
         * converting obstacles to TP-Space, inverseMap_WS2TP(), etc. */
        virtual void internal_initialize(
                const std::string& cacheFilename = std::string(),
                const bool verbose = true) = 0;
        /** This must be called to de-initialize the PTG if some parameter is to be
         * changed. After changing it, call initialize again */
        virtual void internal_deinitialize() = 0;
 
   public:
        /** Computes the closest (alpha,d) TP coordinates of the trajectory point
         * closest to the Workspace (WS)
         *   Cartesian coordinates (x,y), relative to the current robot frame.
          * \param[in] x X coordinate of the query point, relative to the robot
         * frame.
          * \param[in] y Y coordinate of the query point, relative to the robot
         * frame.
          * \param[out] out_k Trajectory parameter index (discretized alpha value,
         * 0-based index).
          * \param[out] out_d Trajectory distance, normalized such that D_max
         * becomes 1.
          *
          * \return true if the distance between (x,y) and the actual trajectory
         * point is below the given tolerance (in meters).
          */
        virtual bool inverseMap_WS2TP(
                double x, double y, int& out_k, double& out_normalized_d,
                double tolerance_dist = 0.10) const = 0;
 
        /** Returns the same than inverseMap_WS2TP() but without any additional
         * cost. The default implementation
          * just calls inverseMap_WS2TP() and discards (k,d). */
        virtual bool PTG_IsIntoDomain(double x, double y) const
        {
                int k;
                double d;
                return inverseMap_WS2TP(x, y, k, d);
        }
 
        /** Returns true if a given TP-Space point maps to a unique point in
         * Workspace, and viceversa. Default implementation returns `true`. */
        virtual bool isBijectiveAt(uint16_t k, uint32_t step) const { return true; }
        /** Converts a discretized "alpha" value into a feasible motion command or
         * action. See derived classes for the meaning of these actions */
        virtual mrpt::kinematics::CVehicleVelCmd::Ptr directionToMotionCommand(
                uint16_t k) const = 0;
 
        /** Returns an empty kinematic velocity command object of the type supported
         * by this PTG.
          * Can be queried to determine the expected kinematic interface of the PTG.
         */
        virtual mrpt::kinematics::CVehicleVelCmd::Ptr
                getSupportedKinematicVelocityCommand() const = 0;
 
        /** Dynamic state that may affect the PTG path parameterization. \ingroup
         * nav_reactive  */
        struct TNavDynamicState
        {
                /** Current vehicle velocity (local frame of reference) */
                mrpt::math::TTwist2D curVelLocal;
                /** Current relative target location */
                mrpt::math::TPose2D relTarget;
                /** Desired relative speed [0,1] at target. Default=0 */
                double targetRelSpeed;
 
                TNavDynamicState();
                bool operator==(const TNavDynamicState& o) const;
                inline bool operator!=(const TNavDynamicState& o) const
                {
                        return !(*this == o);
                }
                void writeToStream(mrpt::serialization::CArchive& out) const;
                void readFromStream(mrpt::serialization::CArchive& in);
        };
 
   protected:
        /** Invoked when `m_nav_dyn_state` has changed; gives the PTG the
         * opportunity to react and parameterize paths depending on the
         * instantaneous conditions */
        virtual void onNewNavDynamicState() = 0;
 
   public:
        virtual void setRefDistance(const double refDist) { refDistance = refDist; }
        /** Access path `k` ([0,N-1]=>[-pi,pi] in alpha): number of discrete "steps"
         * along the trajectory.
          * May be actual steps from a numerical integration or an arbitrary small
         * length for analytical PTGs.
          * \sa getAlphaValuesCount() */
        virtual size_t getPathStepCount(uint16_t k) const = 0;
 
        /** Access path `k` ([0,N-1]=>[-pi,pi] in alpha): pose of the vehicle at
         * discrete step `step`.
          * \sa getPathStepCount(), getAlphaValuesCount() */
        virtual void getPathPose(
                uint16_t k, uint32_t step, mrpt::math::TPose2D& p) const = 0;
 
        /** Access path `k` ([0,N-1]=>[-pi,pi] in alpha): traversed distance at
         * discrete step `step`.
          * \return Distance in pseudometers (real distance, NOT normalized to [0,1]
         * for [0,refDist])
          * \sa getPathStepCount(), getAlphaValuesCount() */
        virtual double getPathDist(uint16_t k, uint32_t step) const = 0;
 
        /** Returns the duration (in seconds) of each "step"
        * \sa getPathStepCount() */
        virtual double getPathStepDuration() const = 0;
 
        /** Returns the maximum linear velocity expected from this PTG [m/s] */
        virtual double getMaxLinVel() const = 0;
        /** Returns the maximum angular velocity expected from this PTG [rad/s] */
        virtual double getMaxAngVel() const = 0;
 
        /** Access path `k` ([0,N-1]=>[-pi,pi] in alpha): largest step count for
         * which the traversed distance is < `dist`
          * \param[in] dist Distance in pseudometers (real distance, NOT normalized
         * to [0,1] for [0,refDist])
          * \return false if no step fulfills the condition for the given trajectory
         * `k` (e.g. out of reference distance).
          * Note that, anyway, the maximum distance (closest point) is returned in
         * `out_step`.
          * \sa getPathStepCount(), getAlphaValuesCount() */
        virtual bool getPathStepForDist(
                uint16_t k, double dist, uint32_t& out_step) const = 0;
 
        /** Updates the radial map of closest TP-Obstacles given a single obstacle
         * point at (ox,oy)
          * \param [in,out] tp_obstacles A vector of length `getAlphaValuesCount()`,
         * initialized with `initTPObstacles()` (collision-free ranges, in
         * "pseudometers", un-normalized).
          * \param [in] ox Obstacle point (X), relative coordinates wrt origin of
         * the PTG.
          * \param [in] oy Obstacle point (Y), relative coordinates wrt origin of
         * the PTG.
          * \note The length of tp_obstacles is not checked for efficiency since
         * this method is potentially called thousands of times per
          *  navigation timestap, so it is left to the user responsibility to
         * provide a valid buffer.
          * \note `tp_obstacles` must be initialized with initTPObstacle() before
         * call.
          */
        virtual void updateTPObstacle(
                double ox, double oy, std::vector<double>& tp_obstacles) const = 0;
 
        /** Like updateTPObstacle() but for one direction only (`k`) in TP-Space.
         * `tp_obstacle_k` must be initialized with initTPObstacleSingle() before
         * call (collision-free ranges, in "pseudometers", un-normalized). */
        virtual void updateTPObstacleSingle(
                double ox, double oy, uint16_t k, double& tp_obstacle_k) const = 0;
 
        /** Loads a set of default parameters into the PTG. Users normally will call
         * `loadFromConfigFile()` instead, this method is provided
          * exclusively for the PTG-configurator tool. */
        virtual void loadDefaultParams();
 
        /** Returns true if it is possible to stop sending velocity commands to the
         * robot and, still, the
          * robot controller will be able to keep following the last sent trajectory
         * ("NOP" velocity commands).
          * Default implementation returns "false". */
        virtual bool supportVelCmdNOP() const;
 
        /** Returns true if this PTG takes into account the desired velocity at
         * target. \sa updateNavDynamicState() */
        virtual bool supportSpeedAtTarget() const { return false; }
        /** Only for PTGs supporting supportVelCmdNOP(): this is the maximum time
         * (in seconds) for which the path
          * can be followed without re-issuing a new velcmd. Note that this is only
         * an absolute maximum duration,
          * navigation implementations will check for many other conditions. Default
         * method in the base virtual class returns 0.
          * \param path_k Queried path `k` index  [0,N-1] */
        virtual double maxTimeInVelCmdNOP(int path_k) const;
 
        /** Returns the actual distance (in meters) of the path, discounting
         * possible circular loops of the path (e.g. if it comes back to the
         * origin).
          * Default: refDistance */
        virtual double getActualUnloopedPathLength(uint16_t k) const
        {
                return this->refDistance;
        }
 
        /** Query the PTG for the relative priority factor (0,1) of this PTG, in
         * comparison to others, if the k-th path is to be selected. */
        virtual double evalPathRelativePriority(
                uint16_t k, double target_distance) const
        {
                return 1.0;
        }
 
        /** Returns an approximation of the robot radius. */
        virtual double getMaxRobotRadius() const = 0;
        /** Returns true if the point lies within the robot shape. */
        virtual bool isPointInsideRobotShape(
                const double x, const double y) const = 0;
 
        /** Evals the clearance from an obstacle (ox,oy) in coordinates relative to
         * the robot center. Zero or negative means collision. */
        virtual double evalClearanceToRobotShape(
                const double ox, const double oy) const = 0;
 
        /** @} */  // --- end of virtual methods
 
        /** To be invoked by the navigator *before* each navigation step, to let the
         * PTG to react to changing dynamic conditions. * \sa
         * onNewNavDynamicState(), m_nav_dyn_state  */
        void updateNavDynamicState(
                const TNavDynamicState& newState, const bool force_update = false);
        const TNavDynamicState& getCurrentNavDynamicState() const
        {
                return m_nav_dyn_state;
        }
 
        /** The path used as defaul output in, for example, debugDumpInFiles.
         * (Default="./reactivenav.logs/") */
        static std::string OUTPUT_DEBUG_PATH_PREFIX;
 
        /** Must be called after setting all PTG parameters and before requesting
         * converting obstacles to TP-Space, inverseMap_WS2TP(), etc. */
        void initialize(
                const std::string& cacheFilename = std::string(),
                const bool verbose = true);
        /** This must be called to de-initialize the PTG if some parameter is to be
         * changed. After changing it, call initialize again */
        void deinitialize();
        /** Returns true if `initialize()` has been called and there was no errors,
         * so the PTG is ready to be queried for paths, obstacles, etc. */
        bool isInitialized() const;
 
        /** Get the number of different, discrete paths in this family */
        uint16_t getAlphaValuesCount() const { return m_alphaValuesCount; }
        /** Get the number of different, discrete paths in this family */
        uint16_t getPathCount() const { return m_alphaValuesCount; }
        /** Alpha value for the discrete corresponding value \sa alpha2index */
        double index2alpha(uint16_t k) const;
        static double index2alpha(uint16_t k, const unsigned int num_paths);
 
        /** Discrete index value for the corresponding alpha value \sa index2alpha
         */
        uint16_t alpha2index(double alpha) const;
        static uint16_t alpha2index(double alpha, const unsigned int num_paths);
 
        inline double getRefDistance() const { return refDistance; }
        /** Resizes and populates the initial appropriate contents in a vector of
         * tp-obstacles (collision-free ranges, in "pseudometers", un-normalized).
         * \sa updateTPObstacle()  */
        void initTPObstacles(std::vector<double>& TP_Obstacles) const;
        void initTPObstacleSingle(uint16_t k, double& TP_Obstacle_k) const;
 
        /** 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. */
        double getScorePriority() const { return m_score_priority; }
        void setScorePriorty(double prior) { m_score_priority = prior; }
        unsigned getClearanceStepCount() const { return m_clearance_num_points; }
        void setClearanceStepCount(const unsigned res)
        {
                m_clearance_num_points = res;
        }
 
        unsigned getClearanceDecimatedPaths() const
        {
                return m_clearance_decimated_paths;
        }
        void setClearanceDecimatedPaths(const unsigned num)
        {
                m_clearance_decimated_paths = num;
        }
 
        /** Returns the representation of one trajectory of this PTG as a 3D OpenGL
         * object (a simple curved line).
          * \param[in] k The 0-based index of the selected trajectory (discrete
         * "alpha" parameter).
          * \param[out] gl_obj Output object.
          * \param[in] decimate_distance Minimum distance between path points (in
         * meters).
          * \param[in] max_path_distance If >=0, cut the path at this distance (in
         * meters).
          */
        virtual void renderPathAsSimpleLine(
                const uint16_t k, mrpt::opengl::CSetOfLines& gl_obj,
                const double decimate_distance = 0.1,
                const double max_path_distance = -1.0) const;
 
        /** Dump PTG trajectories in four text files:
         * `./reactivenav.logs/PTGs/PTG%i_{x,y,phi,d}.txt`
          * Text files are loadable from MATLAB/Octave, and can be visualized with
         * the script `[MRPT_DIR]/scripts/viewPTG.m`
          * \note The directory "./reactivenav.logs/PTGs" will be created if doesn't
         * exist.
          * \return false on any error writing to disk.
          * \sa OUTPUT_DEBUG_PATH_PREFIX
          */
        bool debugDumpInFiles(const std::string& ptg_name) const;
 
        /** Parameters accepted by this base class:
         *   - `${sKeyPrefix}num_paths`: The number of different paths in this
         * family (number of discrete `alpha` values).
         *   - `${sKeyPrefix}ref_distance`: The maximum distance in PTGs [meters]
         *   - `${sKeyPrefix}score_priority`: 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.
         */
        virtual void loadFromConfigFile(
                const mrpt::config::CConfigFileBase& cfg,
                const std::string& sSection) override;
        virtual void saveToConfigFile(
                mrpt::config::CConfigFileBase& cfg,
                const std::string& sSection) const override;
 
        /** Auxiliary function for rendering */
        virtual void add_robotShape_to_setOfLines(
                mrpt::opengl::CSetOfLines& gl_shape,
                const mrpt::poses::CPose2D& origin = mrpt::poses::CPose2D()) const = 0;
 
        /** Defines the behavior when there is an obstacle *inside* the robot shape
         * right at the beginning of a PTG trajectory.
         * Default value: COLL_BEH_BACK_AWAY
         */
        static PTG_collision_behavior_t COLLISION_BEHAVIOR;
 
        /** Must be called to resize a CD to its correct size, before calling
         * updateClearance() */
        void initClearanceDiagram(ClearanceDiagram& cd) const;
 
        /** Updates the clearance diagram given one (ox,oy) obstacle point, in
         * coordinates relative
          * to the PTG path origin.
          * \param[in,out] cd The clearance will be updated here.
          * \sa m_clearance_dist_resolution
          */
        void updateClearance(
                const double ox, const double oy, ClearanceDiagram& cd) const;
        void updateClearancePost(
                ClearanceDiagram& cd, const std::vector<double>& TP_obstacles) const;
 
   protected:
        double refDistance;
        /** The number of discrete values for "alpha" between -PI and +PI. */
        uint16_t m_alphaValuesCount;
        double m_score_priority;
        /** Number of steps for the piecewise-constant approximation of clearance
         * from TPS distances [0,1] (Default=5) \sa updateClearance() */
        uint16_t m_clearance_num_points;
        /** Number of paths for the decimated paths analysis of clearance */
        uint16_t m_clearance_decimated_paths;
        /** Updated before each nav step by  */
        TNavDynamicState m_nav_dyn_state;
        /** Update in updateNavDynamicState(), contains the path index (k) for the
         * target. */
        uint16_t m_nav_dyn_state_target_k;
 
        static const uint16_t INVALID_PTG_PATH_INDEX = static_cast<uint16_t>(-1);
 
        bool m_is_initialized;
 
        /** To be called by implementors of updateTPObstacle() and
         * updateTPObstacleSingle() to
          * honor the user settings regarding COLLISION_BEHAVIOR.
          * \param new_tp_obs_dist The newly determiend collision-free ranges, in
         * "pseudometers", un-normalized, for some "k" direction.
          * \param inout_tp_obs The target where to store the new TP-Obs distance,
         * if it fulfills the criteria determined by the collision behavior.
          */
        void internal_TPObsDistancePostprocess(
                const double ox, const double oy, const double new_tp_obs_dist,
                double& inout_tp_obs) const;
 
        virtual void internal_readFromStream(mrpt::serialization::CArchive& in);
        virtual void internal_writeToStream(
                mrpt::serialization::CArchive& out) const;
 
   public:
        /** Evals the robot clearance for each robot pose along path `k`, for the
        * real distances in
        * the key of the map<>, then keep in the map value the minimum of its
        * current stored clearance,
        * or the computed clearance. In case of collision, clearance is zero.
        * \param treat_as_obstacle true: normal use for obstacles; false: compute
        * shortest distances to a target point (no collision)
        */
        virtual void evalClearanceSingleObstacle(
                const double ox, const double oy, const uint16_t k,
                ClearanceDiagram::dist2clearance_t& inout_realdist2clearance,
                bool treat_as_obstacle = true) const;
 
};  // end of class
 
/** A list of PTGs (smart pointers) */
using TListPTGPtr =
        std::vector<mrpt::nav::CParameterizedTrajectoryGenerator::Ptr>;
 
/** Base class for all PTGs using a 2D polygonal robot shape model.
 *  \ingroup nav_tpspace
 */
class CPTG_RobotShape_Polygonal : public CParameterizedTrajectoryGenerator
{
   public:
        CPTG_RobotShape_Polygonal();
        virtual ~CPTG_RobotShape_Polygonal();
 
        /** @name Robot shape
          * @{ **/
        /** Robot shape must be set before initialization, either from ctor params
         * or via this method. */
        void setRobotShape(const mrpt::math::CPolygon& robotShape);
        const mrpt::math::CPolygon& getRobotShape() const { return m_robotShape; }
        double getMaxRobotRadius() const override;
        virtual double evalClearanceToRobotShape(
                const double ox, const double oy) const override;
        /** @} */
        bool isPointInsideRobotShape(const double x, const double y) const override;
        void add_robotShape_to_setOfLines(
                mrpt::opengl::CSetOfLines& gl_shape,
                const mrpt::poses::CPose2D& origin =
                        mrpt::poses::CPose2D()) const override;
 
   protected:
        /** Will be called whenever the robot shape is set / updated */
        virtual void internal_processNewRobotShape() = 0;
        mrpt::math::CPolygon m_robotShape;
        double m_robotMaxRadius;
        void loadShapeFromConfigFile(
                const mrpt::config::CConfigFileBase& source,
                const std::string& section);
        void saveToConfigFile(
                mrpt::config::CConfigFileBase& cfg,
                const std::string& sSection) const override;
        void internal_shape_loadFromStream(mrpt::serialization::CArchive& in);
        void internal_shape_saveToStream(mrpt::serialization::CArchive& out) const;
        /** Loads a set of default parameters; provided  exclusively for the
         * PTG-configurator tool. */
        void loadDefaultParams() override;
};
 
/** Base class for all PTGs using a 2D circular robot shape model.
 *  \ingroup nav_tpspace
 */
class CPTG_RobotShape_Circular : public CParameterizedTrajectoryGenerator
{
   public:
        CPTG_RobotShape_Circular();
        virtual ~CPTG_RobotShape_Circular();
 
        /** @name Robot shape
          * @{ **/
        /** Robot shape must be set before initialization, either from ctor params
         * or via this method. */
        void setRobotShapeRadius(const double robot_radius);
        double getRobotShapeRadius() const { return m_robotRadius; }
        double getMaxRobotRadius() const override;
        virtual double evalClearanceToRobotShape(
                const double ox, const double oy) const override;
        /** @} */
        void add_robotShape_to_setOfLines(
                mrpt::opengl::CSetOfLines& gl_shape,
                const mrpt::poses::CPose2D& origin =
                        mrpt::poses::CPose2D()) const override;
        bool isPointInsideRobotShape(const double x, const double y) const override;
 
   protected:
        /** Will be called whenever the robot shape is set / updated */
        virtual void internal_processNewRobotShape() = 0;
        double m_robotRadius;
        void loadShapeFromConfigFile(
                const mrpt::config::CConfigFileBase& source,
                const std::string& section);
        void saveToConfigFile(
                mrpt::config::CConfigFileBase& cfg,
                const std::string& sSection) const override;
        void internal_shape_loadFromStream(mrpt::serialization::CArchive& in);
        void internal_shape_saveToStream(mrpt::serialization::CArchive& out) const;
        /** Loads a set of default parameters; provided  exclusively for the
         * PTG-configurator tool. */
        void loadDefaultParams() override;
};
}
}