CHMTSLAM_main.cpp

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/* +---------------------------------------------------------------------------+
   |                     Mobile Robot Programming Toolkit (MRPT)               |
   |                          http://www.mrpt.org/                             |
   |                                                                           |
   | Copyright (c) 2005-2017, 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    |
   +---------------------------------------------------------------------------+ */
 
/** An implementation of Hybrid Metric Topological SLAM (HMT-SLAM).
 *
 *   The main entry points for a user are pushAction() and pushObservations(). Several parameters can be modified
 *   through m_options.
 *
 *  The mathematical models of this approach have been reported in:
 *              - Blanco J.L., Fernandez-Madrigal J.A., and Gonzalez J.,
 *                "Towards a Unified Bayesian Approach to Hybrid Metric-Topological SLAM",
 *                  in  IEEE Transactions on Robotics (TRO), Vol. 24, No. 2, April 2008.
 *              - ...
 *
 *  More information in the wiki page: http://www.mrpt.org/HMT-SLAM
 *
 */
 
 
#include "hmtslam-precomp.h" // Precomp header
 
#include <mrpt/utils/CFileStream.h>
#include <mrpt/utils/CConfigFile.h>
#include <mrpt/utils/stl_serialization.h>
#include <mrpt/system/filesystem.h>
#include <mrpt/synch/CCriticalSection.h>
#include <mrpt/utils/CMemoryStream.h>
 
#include <mrpt/system/os.h>
 
using namespace mrpt::slam;
using namespace mrpt::hmtslam;
using namespace mrpt::utils;
using namespace mrpt::synch;
using namespace mrpt::obs;
using namespace mrpt::maps;
using namespace mrpt::opengl;
using namespace std;
 
 
IMPLEMENTS_SERIALIZABLE(CHMTSLAM, CSerializable,mrpt::hmtslam)
 
 
// Initialization of static members:
int64_t                 CHMTSLAM::m_nextAreaLabel = 0;
TPoseID                 CHMTSLAM::m_nextPoseID    = 0;
THypothesisID   CHMTSLAM::m_nextHypID     = COMMON_TOPOLOG_HYP + 1;
 
/*---------------------------------------------------------------
                                                Constructor
  ---------------------------------------------------------------*/
CHMTSLAM::CHMTSLAM( )
 :  m_inputQueue_cs("inputQueue_cs"),
    m_map_cs("map_cs"),
    m_LMHs_cs("LMHs_cs")
//      m_semaphoreInputQueueHasData (0 /*Init state*/ ,1 /*Max*/ ),
//      m_eventNewObservationInserted(0 /*Init state*/ ,10000 /*Max*/ )
{
        // Initialize data structures:
        // ----------------------------
        m_terminateThreads                              = false;
        m_terminationFlag_LSLAM                 =
        m_terminationFlag_TBI                   =
        m_terminationFlag_3D_viewer             = false;
 
        // Create threads:
        // -----------------------
        m_hThread_LSLAM         = mrpt::system::createThreadFromObjectMethod( this, &CHMTSLAM::thread_LSLAM );
        m_hThread_TBI           = mrpt::system::createThreadFromObjectMethod( this, &CHMTSLAM::thread_TBI );
        m_hThread_3D_viewer     = mrpt::system::createThreadFromObjectMethod( this, &CHMTSLAM::thread_3D_viewer );
 
 
        // Other variables:
        m_LSLAM_method          = NULL;
 
 
        // Register default LC detectors:
        // --------------------------------
        registerLoopClosureDetector("gridmaps", & CTopLCDetector_GridMatching::createNewInstance );
        registerLoopClosureDetector("fabmap", & CTopLCDetector_FabMap::createNewInstance );
 
        // Prepare an empty map:
        initializeEmptyMap();
}
 
/*---------------------------------------------------------------
                                                Destructor
  ---------------------------------------------------------------*/
CHMTSLAM::~CHMTSLAM()
{
        // Signal to threads that we are closing:
        // -------------------------------------------
        m_terminateThreads      = true;
 
        // Wait for threads:
        // ----------------------------------
        MRPT_LOG_DEBUG("[CHMTSLAM::destructor] Waiting for threads end...\n");
 
        mrpt::system::joinThread( m_hThread_3D_viewer );
        mrpt::system::joinThread( m_hThread_LSLAM );
        mrpt::system::joinThread( m_hThread_TBI );
 
        MRPT_LOG_DEBUG("[CHMTSLAM::destructor] All threads finished.\n");
 
        // Save the resulting H.Map if logging
        // --------------------------------------
        if (!m_options.LOG_OUTPUT_DIR.empty())
        {
                try
                {
/*                      // Update the last area(s) in the HMAP:
                        updateHierarchicalMapFromRBPF();
 
                        // Save:
                        os::sprintf(auxFil,1000,"%s/hierarchicalMap.hmap",m_options.logOutputDirectory.c_str());
 
                        CFileStream             f(auxFil,fomWrite);
                        f << m_knownAreas;
                        */
                }
                catch(std::exception &e)
                {
                        MRPT_LOG_WARN(mrpt::format("Ignoring exception at ~CHMTSLAM():\n%s",e.what()));
                }
                catch(...)
                {
                        MRPT_LOG_WARN("Ignoring untyped exception at ~CHMTSLAM()");
                }
        }
 
        // Delete data structures:
        // ----------------------------------
        clearInputQueue();
 
        // Others:
        if (m_LSLAM_method)
        {
                delete m_LSLAM_method;
                m_LSLAM_method = NULL;
        }
 
        // Delete TLC-detectors
        {
                synch::CCriticalSectionLocker   lock( &m_topLCdets_cs );
 
                // Clear old list:
                for (std::deque<CTopLCDetectorBase*>::iterator it=m_topLCdets.begin();it!=m_topLCdets.end();++it)
                        delete *it;
                m_topLCdets.clear();
        }
}
 
 
/*---------------------------------------------------------------
                                                clearInputQueue
  ---------------------------------------------------------------*/
void  CHMTSLAM::clearInputQueue()
{
        // Wait for critical section
        {
                CCriticalSectionLocker  locker( &m_inputQueue_cs);
 
                while (!m_inputQueue.empty())
                {
                        //delete m_inputQueue.front();
                        m_inputQueue.pop();
                };
        }
}
 
 
/*---------------------------------------------------------------
                                                pushAction
  ---------------------------------------------------------------*/
void  CHMTSLAM::pushAction( const CActionCollectionPtr &acts )
{
        if (m_terminateThreads)
        {
                // Discard it:
                //delete acts;
                return;
        }
 
        {       // Wait for critical section
                CCriticalSectionLocker  locker( &m_inputQueue_cs);
                m_inputQueue.push( acts );
        }
}
 
/*---------------------------------------------------------------
                                                pushObservations
  ---------------------------------------------------------------*/
void  CHMTSLAM::pushObservations( const CSensoryFramePtr &sf )
{
        if (m_terminateThreads)
        {
                // Discard it:
                //delete sf;
                return;
        }
 
        {       // Wait for critical section
                CCriticalSectionLocker  locker( &m_inputQueue_cs);
                m_inputQueue.push( sf );
        }
}
 
/*---------------------------------------------------------------
                                                pushObservation
  ---------------------------------------------------------------*/
void  CHMTSLAM::pushObservation( const CObservationPtr &obs )
{
        if (m_terminateThreads)
        {   // Discard it:
                //delete obs;
                return;
        }
 
        // Add a CSensoryFrame with the obs:
        CSensoryFramePtr sf = CSensoryFrame::Create();
        sf->insert(obs);  // memory will be freed when deleting the SF in other thread
 
        {       // Wait for critical section
                CCriticalSectionLocker  locker( &m_inputQueue_cs);
                m_inputQueue.push( sf );
        }
}
 
/*---------------------------------------------------------------
                                                loadOptions
  ---------------------------------------------------------------*/
void CHMTSLAM::loadOptions( const mrpt::utils::CConfigFileBase &cfg )
{
        m_options.loadFromConfigFile(cfg,"HMT-SLAM");
 
        m_options.defaultMapsInitializers.loadFromConfigFile(cfg,"MetricMaps");
 
        m_options.pf_options.loadFromConfigFile(cfg,"PARTICLE_FILTER");
 
        m_options.KLD_params.loadFromConfigFile(cfg,"KLD");
 
        m_options.AA_options.loadFromConfigFile(cfg,"GRAPH_CUT");
 
        // Topological Loop Closure detector options:
        m_options.TLC_grid_options.loadFromConfigFile(cfg,"TLC_GRIDMATCHING");
        m_options.TLC_fabmap_options.loadFromConfigFile(cfg,"TLC_FABMAP");
 
        m_options.dumpToConsole();
}
 
/*---------------------------------------------------------------
                                                loadOptions
  ---------------------------------------------------------------*/
void CHMTSLAM::loadOptions( const std::string &configFile )
{
        ASSERT_( mrpt::system::fileExists(configFile) );
        CConfigFile             cfg(configFile);
        loadOptions(cfg);
}
 
/*---------------------------------------------------------------
                                                TOptions
  ---------------------------------------------------------------*/
CHMTSLAM::TOptions::TOptions()
{
        LOG_OUTPUT_DIR                          = "";
        LOG_FREQUENCY                           = 1;
 
        SLAM_METHOD                                             = lsmRBPF_2DLASER;
 
        SLAM_MIN_DIST_BETWEEN_OBS               = 1.0f;
        SLAM_MIN_HEADING_BETWEEN_OBS    = DEG2RAD(25.0f);
 
        MIN_ODOMETRY_STD_XY             = 0;
        MIN_ODOMETRY_STD_PHI            = 0;
 
        VIEW3D_AREA_SPHERES_HEIGHT              = 10.0f;
        VIEW3D_AREA_SPHERES_RADIUS      = 1.0f;
 
        random_seed                                             = 1234;
 
        TLC_detectors.clear();
 
        stds_Q_no_odo.resize(3);
        stds_Q_no_odo[0] =
        stds_Q_no_odo[1] = 0.10f;
        stds_Q_no_odo[2] = DEG2RAD(4.0f);
}
 
/*---------------------------------------------------------------
                                                loadFromConfigFile
  ---------------------------------------------------------------*/
void  CHMTSLAM::TOptions::loadFromConfigFile(
        const mrpt::utils::CConfigFileBase      &source,
        const std::string               &section)
{
        MRPT_LOAD_CONFIG_VAR( LOG_OUTPUT_DIR, string,    source, section);
        MRPT_LOAD_CONFIG_VAR( LOG_FREQUENCY,  int,      source, section);
 
        MRPT_LOAD_CONFIG_VAR_CAST_NO_DEFAULT(SLAM_METHOD, int,  TLSlamMethod,  source, section);
 
        MRPT_LOAD_CONFIG_VAR( SLAM_MIN_DIST_BETWEEN_OBS, float,                 source, section);
        MRPT_LOAD_CONFIG_VAR_DEGREES( SLAM_MIN_HEADING_BETWEEN_OBS,     source, section);
 
        MRPT_LOAD_CONFIG_VAR(MIN_ODOMETRY_STD_XY,float, source,section);
        MRPT_LOAD_CONFIG_VAR_DEGREES( MIN_ODOMETRY_STD_PHI, source,section);
 
        MRPT_LOAD_CONFIG_VAR( VIEW3D_AREA_SPHERES_HEIGHT, float,        source, section);
        MRPT_LOAD_CONFIG_VAR( VIEW3D_AREA_SPHERES_RADIUS, float,        source, section);
 
        MRPT_LOAD_CONFIG_VAR( random_seed, int, source,section);
 
        stds_Q_no_odo[2] = RAD2DEG(stds_Q_no_odo[2]);
        source.read_vector(section,"stds_Q_no_odo", stds_Q_no_odo, stds_Q_no_odo );
        ASSERT_(stds_Q_no_odo.size()==3)
 
        stds_Q_no_odo[2] = DEG2RAD(stds_Q_no_odo[2]);
 
        std::string sTLC_detectors = source.read_string(section,"TLC_detectors", "", true );
 
        mrpt::system::tokenize(sTLC_detectors,", ",TLC_detectors);
 
        std::cout << "TLC_detectors: " << TLC_detectors.size() << std::endl;
 
        // load other sub-classes:
        AA_options.loadFromConfigFile(source,section);
}
 
/*---------------------------------------------------------------
                                                dumpToTextStream
  ---------------------------------------------------------------*/
void  CHMTSLAM::TOptions::dumpToTextStream(mrpt::utils::CStream &out) const
{
        out.printf("\n----------- [CHMTSLAM::TOptions] ------------ \n\n");
 
        LOADABLEOPTS_DUMP_VAR( LOG_OUTPUT_DIR,  string );
        LOADABLEOPTS_DUMP_VAR( LOG_FREQUENCY, int);
 
        LOADABLEOPTS_DUMP_VAR( SLAM_METHOD, int);
 
        LOADABLEOPTS_DUMP_VAR( SLAM_MIN_DIST_BETWEEN_OBS, float );
        LOADABLEOPTS_DUMP_VAR_DEG( SLAM_MIN_HEADING_BETWEEN_OBS );
 
        LOADABLEOPTS_DUMP_VAR( MIN_ODOMETRY_STD_XY, float );
        LOADABLEOPTS_DUMP_VAR_DEG( MIN_ODOMETRY_STD_PHI );
 
        LOADABLEOPTS_DUMP_VAR( random_seed, int );
 
        AA_options.dumpToTextStream(out);
        pf_options.dumpToTextStream(out);
        KLD_params.dumpToTextStream(out);
        defaultMapsInitializers.dumpToTextStream(out);
        TLC_grid_options.dumpToTextStream(out);
        TLC_fabmap_options.dumpToTextStream(out);
}
 
/*---------------------------------------------------------------
                                        isInputQueueEmpty
  ---------------------------------------------------------------*/
bool  CHMTSLAM::isInputQueueEmpty()
{
        bool    res;
 
        {       // Wait for critical section
                CCriticalSectionLocker  locker( &m_inputQueue_cs);
                res = m_inputQueue.empty();
        }
        return res;
}
 
/*---------------------------------------------------------------
                                        inputQueueSize
  ---------------------------------------------------------------*/
size_t CHMTSLAM::inputQueueSize()
{
        size_t  res;
        {       // Wait for critical section
                CCriticalSectionLocker  locker( &m_inputQueue_cs);
                res = m_inputQueue.size();
        }
        return res;
}
 
/*---------------------------------------------------------------
                                        getNextObjectFromInputQueue
  ---------------------------------------------------------------*/
CSerializablePtr CHMTSLAM::getNextObjectFromInputQueue()
{
        CSerializablePtr obj;
 
        {       // Wait for critical section
                CCriticalSectionLocker  locker( &m_inputQueue_cs);
                if (!m_inputQueue.empty())
                {
                        obj = m_inputQueue.front();
                        m_inputQueue.pop();
                }
        }
        return obj;
}
 
/*---------------------------------------------------------------
                                                initializeEmptyMap
  ---------------------------------------------------------------*/
void  CHMTSLAM::initializeEmptyMap()
{
        THypothesisIDSet                LMH_hyps;
        THypothesisID                   newHypothID = generateHypothesisID();
 
        LMH_hyps.insert( COMMON_TOPOLOG_HYP );
        LMH_hyps.insert( newHypothID );
 
        // ------------------------------------
        // CLEAR HIERARCHICAL MAP
        // ------------------------------------
        CHMHMapNode::TNodeID    firstAreaID;
        {
                synch::CCriticalSectionLocker   locker( &m_map_cs );
 
                // Initialize hierarchical structures:
                // -----------------------------------------------------
                m_map.clear();
 
                // Create a single node for the starting area:
                CHMHMapNodePtr firstArea = CHMHMapNode::Create( &m_map );
                firstAreaID = firstArea->getID();
 
                firstArea->m_hypotheses = LMH_hyps;
                CMultiMetricMapPtr              emptyMap = CMultiMetricMapPtr(new CMultiMetricMap(&m_options.defaultMapsInitializers) );
 
                firstArea->m_nodeType.setType( "Area" );
                firstArea->m_label = generateUniqueAreaLabel();
                firstArea->m_annotations.set( NODE_ANNOTATION_METRIC_MAPS,     emptyMap,                newHypothID );
                firstArea->m_annotations.setElemental( NODE_ANNOTATION_REF_POSEID,  POSEID_INVALID ,    newHypothID );
        } // end of lock m_map_cs
 
        // ------------------------------------
        // CLEAR LIST OF HYPOTHESES
        // ------------------------------------
        {
                synch::CCriticalSectionLocker   lock( &m_LMHs_cs );
 
                // Add to the list:
                m_LMHs.clear();
                CLocalMetricHypothesis  &newLMH = m_LMHs[newHypothID];
                newLMH.m_parent = this;
 
                newLMH.m_currentRobotPose = POSEID_INVALID ;  // Special case: map is empty
                newLMH.m_log_w                    = 0;
                newLMH.m_ID                       = newHypothID;
 
                newLMH.m_neighbors.clear();
                newLMH.m_neighbors.insert( firstAreaID );
 
                newLMH.clearRobotPoses();
        } // end of cs
 
 
        // ------------------------------------------
        //   Create the local SLAM algorithm object
        // -----------------------------------------
        switch( m_options.SLAM_METHOD )
        {
                case lsmRBPF_2DLASER:
                {
                        if (m_LSLAM_method) delete m_LSLAM_method;
                        m_LSLAM_method = new CLSLAM_RBPF_2DLASER(this);
                }
                break;
        default:
                THROW_EXCEPTION_FMT("Invalid selection for LSLAM method: %i",(int)m_options.SLAM_METHOD );
        };
 
        // ------------------------------------
        //  Topological LC detectors:
        // ------------------------------------
        {
                synch::CCriticalSectionLocker   lock( &m_topLCdets_cs );
 
                // Clear old list:
                for (std::deque<CTopLCDetectorBase*>::iterator it=m_topLCdets.begin();it!=m_topLCdets.end();++it)
                        delete *it;
                m_topLCdets.clear();
 
                // Create new list:
                //  1: Occupancy Grid matching.
                //  2: Cummins' image matching.
                for (vector_string::const_iterator d=m_options.TLC_detectors.begin();d!=m_options.TLC_detectors.end();++d)
                        m_topLCdets.push_back( loopClosureDetector_factory(*d) );
        }
 
 
        // ------------------------------------
        //  Other variables:
        // ------------------------------------
        m_LSLAM_queue.clear();
 
        // ------------------------------------
        // Delete log files:
        // ------------------------------------
        if (!m_options.LOG_OUTPUT_DIR.empty())
        {
            mrpt::system::deleteFilesInDirectory( m_options.LOG_OUTPUT_DIR );
            mrpt::system::createDirectory( m_options.LOG_OUTPUT_DIR );
            mrpt::system::createDirectory( m_options.LOG_OUTPUT_DIR + "/HMAP_txt" );
            mrpt::system::createDirectory( m_options.LOG_OUTPUT_DIR + "/HMAP_3D" );
            mrpt::system::createDirectory( m_options.LOG_OUTPUT_DIR + "/LSLAM_3D" );
            mrpt::system::createDirectory( m_options.LOG_OUTPUT_DIR + "/ASSO" );
            mrpt::system::createDirectory( m_options.LOG_OUTPUT_DIR + "/HMTSLAM_state" );
        }
 
}
 
/*---------------------------------------------------------------
                                                generateUniqueAreaLabel
  ---------------------------------------------------------------*/
std::string      CHMTSLAM::generateUniqueAreaLabel()
{
        return format( "%li", (long int)(m_nextAreaLabel++) );
}
 
/*---------------------------------------------------------------
                                                generatePoseID
  ---------------------------------------------------------------*/
TPoseID CHMTSLAM::generatePoseID()
{
        return m_nextPoseID++;
}
 
/*---------------------------------------------------------------
                                                generateHypothesisID
  ---------------------------------------------------------------*/
THypothesisID CHMTSLAM::generateHypothesisID()
{
        return m_nextHypID++;
}
 
 
/*---------------------------------------------------------------
                                                getAs3DScene
  ---------------------------------------------------------------*/
void  CHMTSLAM::getAs3DScene( COpenGLScene      &scene3D )
{
        MRPT_UNUSED_PARAM(scene3D);
}
 
 
/*---------------------------------------------------------------
                                                abortedDueToErrors
  ---------------------------------------------------------------*/
bool CHMTSLAM::abortedDueToErrors()
{
        return  m_terminationFlag_LSLAM ||
                        m_terminationFlag_TBI ||
                        m_terminationFlag_3D_viewer;
}
 
/*---------------------------------------------------------------
                                                registerLoopClosureDetector
  ---------------------------------------------------------------*/
void CHMTSLAM::registerLoopClosureDetector(
        const std::string       &name,
        CTopLCDetectorBase*             (*ptrCreateObject)(CHMTSLAM*)
        )
{
        m_registeredLCDetectors[name] = ptrCreateObject;
}
 
/*---------------------------------------------------------------
                                loopClosureDetector_factory
  ---------------------------------------------------------------*/
CTopLCDetectorBase* CHMTSLAM::loopClosureDetector_factory(const std::string  &name)
{
        MRPT_START
        std::map<std::string,TLopLCDetectorFactory>::const_iterator it=m_registeredLCDetectors.find( name );
        if (it==m_registeredLCDetectors.end())
                THROW_EXCEPTION_FMT("Invalid value for TLC_detectors: %s", name.c_str() );
        return it->second(this);
        MRPT_END
}
 
 
 
/*---------------------------------------------------------------
                                        saveState
  ---------------------------------------------------------------*/
bool CHMTSLAM::saveState( CStream &out ) const
{
        try
        {
                out << *this;
                return true;
        }
        catch (...)
        {
                return false;
        }
}
 
/*---------------------------------------------------------------
                                        loadState
  ---------------------------------------------------------------*/
bool CHMTSLAM::loadState( CStream &in )
{
        try
        {
                in >> *this;
                return true;
        }
        catch (...)
        {
                return false;
        }
}
 
/*---------------------------------------------------------------
                                        readFromStream
  ---------------------------------------------------------------*/
void  CHMTSLAM::readFromStream(mrpt::utils::CStream &in,int version)
{
        switch(version)
        {
        case 0:
                {
                        // Acquire all critical sections before!
                        // -------------------------------------------
                        //std::map< THypothesisID, CLocalMetricHypothesis >::const_iterator it;
 
                        //CCriticalSectionLocker LMHs( & m_LMHs_cs );
                        //for (it=m_LMHs.begin();it!=m_LMHs.end();it++) it->second.m_lock.enter();
 
                        CCriticalSectionLocker lock_map( &m_map_cs );
 
                        // Data:
                        in  >> m_nextAreaLabel
                                >> m_nextPoseID
                                >> m_nextHypID;
 
                        // The HMT-MAP:
                        in >> m_map;
 
                        // The LMHs:
                        in >> m_LMHs;
 
                        // Save options??? Better allow changing them...
 
                        // Release all critical sections:
                        //for (it=m_LMHs.begin();it!=m_LMHs.end();it++) it->second.m_lock.enter();
 
                } break;
        default:
                MRPT_THROW_UNKNOWN_SERIALIZATION_VERSION(version)
        };
}
 
/*---------------------------------------------------------------
                                        writeToStream
        Implements the writing to a CStream capability of
          CSerializable objects
  ---------------------------------------------------------------*/
void  CHMTSLAM::writeToStream(mrpt::utils::CStream &out, int *version) const
{
        if (version)
                *version = 0;
        else
        {
                // Acquire all critical sections before!
                // -------------------------------------------
                //std::map< THypothesisID, CLocalMetricHypothesis >::const_iterator it;
 
                //CCriticalSectionLocker LMHs( & m_LMHs_cs );
                //for (it=m_LMHs.begin();it!=m_LMHs.end();it++) it->second.m_lock.enter();
 
                CCriticalSectionLocker lock_map( &m_map_cs );
 
                // Data:
                out << m_nextAreaLabel
                        << m_nextPoseID
                        << m_nextHypID;
 
                // The HMT-MAP:
                out << m_map;
 
                // The LMHs:
                out << m_LMHs;
 
                // Save options??? Better allow changing them...
 
                // Release all critical sections:
                //for (it=m_LMHs.begin();it!=m_LMHs.end();it++) it->second.m_lock.enter();
 
 
        }
}