CICPCriteriaNRD.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 |
   +------------------------------------------------------------------------+ */
 
#ifndef CICPCRITERIANRD_H
#define CICPCRITERIANRD_H
 
#include <mrpt/obs/CActionCollection.h>
#include <mrpt/obs/CSensoryFrame.h>
#include <mrpt/obs/CObservation2DRangeScan.h>
#include <mrpt/obs/CObservation3DRangeScan.h>
#include <mrpt/config/CLoadableOptions.h>
#include <mrpt/config/CConfigFileBase.h>
 
#include <mrpt/graphslam/interfaces/CNodeRegistrationDecider.h>
#include <mrpt/graphslam/misc/CRangeScanOps.h>
#include <mrpt/graphslam/misc/TSlidingWindow.h>
 
#include <string>
 
namespace mrpt
{
namespace graphslam
{
namespace deciders
{
/**\brief ICP-based Fixed Intervals Node Registration
 *
 * ## Description
 *
 * Current Decider is meant for adding nodes in 2D datasets recorded using
 * a laser range finder or RGB-D camera (e.g. Kinect). No odometry data from
 * encoders is needed. Using ICP to match consecutive RangeScan measurements,
 * the decider keeps track of the pose transformation since the last registered
 * node. If the norm or the angle of the latter surpasses certain thresholds
 * (which are read from an external .ini file) then a new node is added to the
 * graph)
 * \sa loadParams, TParams::loadFromConfigFile
 *
 * Decider *does not guarantee* thread safety when accessing the GRAPH_T
 * resource. This is handled by the CGraphSlamEngine class.
 *
 * ### Specifications
 *
 * - Map type: 2D
 * - MRPT rawlog format: #1, #2
 * - Graph Type: CPosePDFGaussianInf
 * - Observations Used: CObservation2DRangeScan, CObservation3DRangeScan
 * - Node Registration Strategy: Fixed Intervals
 *
 * ### .ini Configuration Parameters
 *
 * \htmlinclude config_params_preamble.txt
 *
 * - \b class_verbosity
 *   + \a Section       : NodeRegistrationDeciderParameters
 *   + \a default value : 1 (mrpt::system::LVL_INFO)
 *   + \a Required      : FALSE
 *
 * - \b registration_max_distance
 *  + \a Section       : NodeRegistrationDeciderParameters
 *  + \a Default value : 0.5 // meters
 *  + \a Required      : FALSE
 *
 * - \b registration_max_angle
 *  + \a Section       : NodeRegistrationDeciderParameters
 *  + \a Default value : 10 // degrees
 *  + \a Required      : FALSE
 *
 * \note Since the decider inherits from the CRangeScanOps
 * class, it parses the configuration parameters of the latter as well from the
 * "ICP" section. Refer to the CRangeScanOps documentation for
 * its list of configuration
 * parameters
 *
 * \note Class contains an instance of the TSlidingWindow class and it parses
 * the configuration parameters of the latter from the
 * "NodeRegistrationDeciderParameters" section. Refer to TSlidingWindow
 * documentation for its list of configuration parameters
 *
 * \ingroup mrpt_graphslam_grp
 */
template <class GRAPH_T>
class CICPCriteriaNRD
        : public virtual mrpt::graphslam::deciders::CNodeRegistrationDecider<
                  GRAPH_T>,
          public mrpt::graphslam::deciders::CRangeScanOps<GRAPH_T>
{
   public:
        // Public functions
        //////////////////////////////////////////////////////////////
        /**\brief Handy typedefs */
        /**\{*/
        /**\brief type of graph constraints */
        using constraint_t = typename GRAPH_T::constraint_t;
        /**\brief type of underlying poses (2D/3D). */
        using pose_t = typename GRAPH_T::constraint_t::type_value;
        using global_pose_t = typename GRAPH_T::global_pose_t;
 
        using InfMat = mrpt::math::CMatrixFixedNumeric<
                double, constraint_t::state_length, constraint_t::state_length>;
        /**\brief Typedef for accessing methods of the RangeScanRegistrationDecider
         * parent class.
         */
        using range_ops_t = mrpt::graphslam::deciders::CRangeScanOps<GRAPH_T>;
        using decider_t = CICPCriteriaNRD<GRAPH_T>; /**< self type */
        /**\brief Node Registration Decider */
        using parent_t =
                mrpt::graphslam::deciders::CNodeRegistrationDecider<GRAPH_T>;
        /**\}*/
 
        /**\brief Class constructor */
        CICPCriteriaNRD();
        /**\brief Class destructor */
        ~CICPCriteriaNRD();
 
        void loadParams(const std::string& source_fname);
        void printParams() const;
        void getDescriptiveReport(std::string* report_str) const;
 
        /**\brief Update the decider state using the latest dataset measurements.
         *
         * \note Depending on the observations at hand, update of the state is
         * handled either by updateState2D, or by updateState3D methods. This
         * helps in separating the 2D, 3D RangeScans handling altogether, which in
         * turn simplifies the overall procedure
         *
         * Order of calls:
         * updateState (calls) ==> updateState2D/3D ==>
         * checkRegistrationCondition2D/3D ==> CheckRegistrationCondition
         *
         * \sa updateState2D, updateState3D
         */
        bool updateState(
                mrpt::obs::CActionCollection::Ptr action,
                mrpt::obs::CSensoryFrame::Ptr observations,
                mrpt::obs::CObservation::Ptr observation);
        /**\brief Specialized updateState method used solely when dealing with
         * 2DRangeScan information.
         * \sa updateState3D
         */
        bool updateState2D(mrpt::obs::CObservation2DRangeScan::Ptr observation);
        /**\brief Specialized updateState method used solely when dealing with
         * 3DRangeScan information.
         * \sa updateState2D
         */
        bool updateState3D(mrpt::obs::CObservation3DRangeScan::Ptr observation);
 
        struct TParams : public mrpt::config::CLoadableOptions
        {
           public:
                TParams(decider_t& d);
                ~TParams();
 
                decider_t& decider; /**< Reference to outer decider class */
 
                void loadFromConfigFile(
                        const mrpt::config::CConfigFileBase& source,
                        const std::string& section);
                void dumpToTextStream(std::ostream& out) const;
 
                double registration_max_distance; /**< Maximum distance for new node
                                                                                         registration */
                double registration_max_angle; /**< Maximum angle difference for new
                                                                                  node registration */
        };
 
        // Public members
        // ////////////////////////////
        TParams params;
 
   protected:
        // protected functions
        //////////////////////////////////////////////////////////////
        bool checkRegistrationCondition();
        /**\brief Specialized checkRegistrationCondtion method used solely when
         * dealing with 2DRangeScan information
         * \sa checkRegistrationCondition3D
         */
        bool checkRegistrationCondition2D();
        /**\brief Specialized checkRegistrationCondition method used solely when
         * dealing with 3DRangeScan information
         * \sa checkRegistrationCondition2D
         */
        bool checkRegistrationCondition3D();
 
        // protected members
        //////////////////////////////////////////////////////////////
        bool m_is_using_3DScan;
 
        /**\brief handy laser scans to use in the class methods
         */
        /**\{ */
        /**\brief 2D LaserScan corresponding to the latest registered node in the
         * graph */
        mrpt::obs::CObservation2DRangeScan::Ptr m_last_laser_scan2D;
        /**\brief Current LaserScan. Set during the new measurements acquisition in
         * updateState method
         */
        mrpt::obs::CObservation2DRangeScan::Ptr m_curr_laser_scan2D;
 
        mrpt::obs::CObservation3DRangeScan::Ptr m_last_laser_scan3D;
        mrpt::obs::CObservation3DRangeScan::Ptr m_curr_laser_scan3D;
        /**\} */
 
        /**\brief Odometry rigid-body transformation since the last accepted
         * LaserScan.
         *
         * Decider can use it to smoothen the trajectory in the case of high noise
         * in the laser measurements
         */
        constraint_t m_latest_odometry_PDF;
        /**\brief pose_t estimation using only odometry information.
         * \note Utilized only in observation-only rawlogs.
         *
         */
        pose_t m_curr_odometry_only_pose;
        /**\brief pose_t estimation using only odometry information.
         * \note Utilized only in observation-only rawlogs.
         *
         * Resets next time an ICP edge/Odometry measurement is utilized for
         * updating the estimated robot position.
         */
        pose_t m_last_odometry_only_pose;
        /**\brief Keeps track of the last N measurements between the ICP edge and
         * the corresponding odometry measurements.
         *
         * Use the last odometry rigid body transformation instead of the
         * ICP edge if the mahalanobis distance between them is greater than this
         * limit.
         */
        TSlidingWindow m_mahal_distance_ICP_odom;
 
        // criteria for adding new a new node
        bool m_use_angle_difference_node_reg;
        bool m_use_distance_node_reg;
 
        /**How many times we used the ICP Edge instead of Odometry edge*/
        int m_times_used_ICP;
        /**How many times we used the Odometry Edge instead of the ICP edge */
        int m_times_used_odom;
};
}  // namespace deciders
}  // namespace graphslam
}  // namespace mrpt
 
#include "CICPCriteriaNRD_impl.h"
#endif /* end of include guard: CICPCRITERIANRD_H */