CObservationVelodyneScan.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    |
   +---------------------------------------------------------------------------+ */
 
#include "obs-precomp.h"   // Precompiled headers
 
#include <mrpt/obs/CObservationVelodyneScan.h>
#include <mrpt/poses/CPose3DInterpolator.h>
#include <mrpt/utils/round.h>
#include <mrpt/utils/CStream.h>
 
using namespace std;
using namespace mrpt::obs;
 
 
// This must be added to any CSerializable class implementation file.
IMPLEMENTS_SERIALIZABLE(CObservationVelodyneScan, CObservation,mrpt::obs)
 
CSinCosLookUpTableFor2DScans  velodyne_sincos_tables;
 
const float CObservationVelodyneScan::ROTATION_RESOLUTION = 0.01f; /**< degrees */
const float CObservationVelodyneScan::DISTANCE_MAX = 130.0f;        /**< meters */
const float CObservationVelodyneScan::DISTANCE_RESOLUTION = 0.002f; /**< meters */
const float CObservationVelodyneScan::DISTANCE_MAX_UNITS = (CObservationVelodyneScan::DISTANCE_MAX / CObservationVelodyneScan::DISTANCE_RESOLUTION + 1.0f);
 
const int SCANS_PER_FIRING = 16;
 
const float VLP16_BLOCK_TDURATION = 110.592f; // [us]
const float VLP16_DSR_TOFFSET = 2.304f; // [us]
const float VLP16_FIRING_TOFFSET = 55.296f; // [us]
 
const float HDR32_DSR_TOFFSET = 1.152f; // [us]
const float HDR32_FIRING_TOFFSET = 46.08f; // [us]
 
 
const CObservationVelodyneScan::TGeneratePointCloudParameters CObservationVelodyneScan::defaultPointCloudParams;
 
 
CObservationVelodyneScan::TGeneratePointCloudParameters::TGeneratePointCloudParameters() :
        minAzimuth_deg(0.0),
        maxAzimuth_deg(360.0),
        minDistance(1.0f),
        maxDistance(std::numeric_limits<float>::max()),
        ROI_x_min(-std::numeric_limits<float>::max()),
        ROI_x_max(+std::numeric_limits<float>::max()),
        ROI_y_min(-std::numeric_limits<float>::max()),
        ROI_y_max(+std::numeric_limits<float>::max()),
        ROI_z_min(-std::numeric_limits<float>::max()),
        ROI_z_max(+std::numeric_limits<float>::max()),
        nROI_x_min(.0f),
        nROI_x_max(.0f),
        nROI_y_min(.0f),
        nROI_y_max(.0f),
        nROI_z_min(.0f),
        nROI_z_max(.0f),
        isolatedPointsFilterDistance(2.0f),
        filterByROI(false),
        filterBynROI(false),
        filterOutIsolatedPoints(false),
        dualKeepStrongest(true),
        dualKeepLast(true),
        generatePerPointTimestamp(false),
        generatePerPointAzimuth(false)
{
}
 
CObservationVelodyneScan::TGeneratePointCloudSE3Results::TGeneratePointCloudSE3Results() : 
        num_points (0),
        num_correctly_inserted_points(0)
{
}
 
CObservationVelodyneScan::CObservationVelodyneScan( ) :
        minRange(1.0),
        maxRange(130.0),
        sensorPose(),
        originalReceivedTimestamp(INVALID_TIMESTAMP),
        has_satellite_timestamp(false)
{
}
 
CObservationVelodyneScan::~CObservationVelodyneScan()
{
}
 
mrpt::system::TTimeStamp CObservationVelodyneScan::getOriginalReceivedTimeStamp() const {
        return originalReceivedTimestamp;
}
 
/*---------------------------------------------------------------
  Implements the writing to a CStream capability of CSerializable objects
 ---------------------------------------------------------------*/
void  CObservationVelodyneScan::writeToStream(mrpt::utils::CStream &out, int *version) const
{
        if (version)
                *version = 1;
        else
        {
                out << timestamp << sensorLabel;
 
                out << minRange << maxRange << sensorPose;
                {
                        uint32_t N = scan_packets.size();
                        out << N;
                        if (N) out.WriteBuffer(&scan_packets[0],sizeof(scan_packets[0])*N);
                }
                {
                        uint32_t N = calibration.laser_corrections.size();
                        out << N;
                        if (N) out.WriteBuffer(&calibration.laser_corrections[0],sizeof(calibration.laser_corrections[0])*N);
                }
                out << point_cloud.x << point_cloud.y << point_cloud.z << point_cloud.intensity;
                out << has_satellite_timestamp; // v1
        }
}
 
/*---------------------------------------------------------------
  Implements the reading from a CStream capability of CSerializable objects
 ---------------------------------------------------------------*/
void  CObservationVelodyneScan::readFromStream(mrpt::utils::CStream &in, int version)
{
        switch(version)
        {
        case 0:
        case 1:
                {
                        in >> timestamp >> sensorLabel;
 
                        in >> minRange >> maxRange >> sensorPose;
                        {
                                uint32_t N; 
                                in >> N;
                                scan_packets.resize(N);
                                if (N) in.ReadBuffer(&scan_packets[0],sizeof(scan_packets[0])*N);
                        }
                        {
                                uint32_t N; 
                                in >> N;
                                calibration.laser_corrections.resize(N);
                                if (N) in.ReadBuffer(&calibration.laser_corrections[0],sizeof(calibration.laser_corrections[0])*N);
                        }
                        in >> point_cloud.x >> point_cloud.y >> point_cloud.z >> point_cloud.intensity;
                        if (version>=1)
                                in >> has_satellite_timestamp;
                        else has_satellite_timestamp = (this->timestamp!=this->originalReceivedTimestamp);
 
                } break;
        default:
                MRPT_THROW_UNKNOWN_SERIALIZATION_VERSION(version)
        };
 
        //m_cachedMap.clear();
}
 
void CObservationVelodyneScan::getDescriptionAsText(std::ostream &o) const
{
        CObservation::getDescriptionAsText(o);
        o << "Homogeneous matrix for the sensor 3D pose, relative to robot base:\n";
        o << sensorPose.getHomogeneousMatrixVal() << "\n" << sensorPose << endl;
 
        o << format("Sensor min/max range: %.02f / %.02f m\n", minRange, maxRange );
 
        o << "Raw packet count: " << scan_packets.size() << "\n";
}
 
double HDL32AdjustTimeStamp(int firingblock, int dsr)  //!< [us]
{
        return 
                (firingblock * HDR32_FIRING_TOFFSET) + 
                (dsr * HDR32_DSR_TOFFSET);
}
double VLP16AdjustTimeStamp(int firingblock,int dsr,int firingwithinblock)  //!< [us]
{
        return 
                (firingblock * VLP16_BLOCK_TDURATION) + 
                (dsr * VLP16_DSR_TOFFSET) + 
                (firingwithinblock * VLP16_FIRING_TOFFSET);
}
 
/** Auxiliary class used to refactor CObservationVelodyneScan::generatePointCloud() */
struct PointCloudStorageWrapper {
        /** Process the insertion of a new (x,y,z) point to the cloud, in sensor-centric coordinates, with the exact timestamp of that LIDAR ray */
        virtual void add_point(double pt_x,double pt_y, double pt_z,uint8_t pt_intensity, const mrpt::system::TTimeStamp &tim, const float azimuth) = 0;
};
 
static void velodyne_scan_to_pointcloud(
        const CObservationVelodyneScan & scan,
        const CObservationVelodyneScan::TGeneratePointCloudParameters &params,
        PointCloudStorageWrapper & out_pc)
{
        // Initially based on code from ROS velodyne & from vtkVelodyneHDLReader::vtkInternal::ProcessHDLPacket(). 
        using mrpt::utils::round;
 
        // Access to sin/cos table:
        mrpt::obs::T2DScanProperties scan_props;
        scan_props.aperture = 2*M_PI;
        scan_props.nRays = CObservationVelodyneScan::ROTATION_MAX_UNITS;
        scan_props.rightToLeft = true;
        // The LUT contains sin/cos values for angles in this order: [180deg ... 0 deg ... -180 deg]
        const CSinCosLookUpTableFor2DScans::TSinCosValues & lut_sincos = velodyne_sincos_tables.getSinCosForScan(scan_props);
 
        const int minAzimuth_int = round( params.minAzimuth_deg * 100 );
        const int maxAzimuth_int = round( params.maxAzimuth_deg * 100 );
        const float realMinDist = std::max(static_cast<float>(scan.minRange),params.minDistance);
        const float realMaxDist = std::min(params.maxDistance,static_cast<float>(scan.maxRange));
        const int16_t isolatedPointsFilterDistance_units = params.isolatedPointsFilterDistance/CObservationVelodyneScan::DISTANCE_RESOLUTION;
 
        // This is: 16,32,64 depending on the LIDAR model
        const size_t num_lasers = scan.calibration.laser_corrections.size();
 
        for (size_t iPkt = 0; iPkt<scan.scan_packets.size();iPkt++)
        {
                const CObservationVelodyneScan::TVelodyneRawPacket *raw = &scan.scan_packets[iPkt];
 
                mrpt::system::TTimeStamp pkt_tim; // Find out timestamp of this pkt
                {
                        const uint32_t us_pkt0     = scan.scan_packets[0].gps_timestamp;
                        const uint32_t us_pkt_this = raw->gps_timestamp;
                        // Handle the case of time counter reset by new hour 00:00:00
                        const uint32_t us_ellapsed = (us_pkt_this>=us_pkt0) ? (us_pkt_this-us_pkt0) : (1000000UL*3600UL + us_pkt_this-us_pkt0);
                        pkt_tim = mrpt::system::timestampAdd(scan.timestamp,us_ellapsed*1e-6);
                }
 
                // Take the median rotational speed as a good value for interpolating the missing azimuths:
                int median_azimuth_diff;
                {
                        // In dual return, the azimuth rate is actually twice this estimation:
                        const int nBlocksPerAzimuth = (raw->laser_return_mode==CObservationVelodyneScan::RETMODE_DUAL) ? 2 : 1;
                        std::vector<int> diffs(CObservationVelodyneScan::BLOCKS_PER_PACKET - nBlocksPerAzimuth);
                        for(int i = 0; i < CObservationVelodyneScan::BLOCKS_PER_PACKET-nBlocksPerAzimuth; ++i) {
                                int localDiff = (CObservationVelodyneScan::ROTATION_MAX_UNITS + raw->blocks[i+nBlocksPerAzimuth].rotation - raw->blocks[i].rotation) % CObservationVelodyneScan::ROTATION_MAX_UNITS;
                                diffs[i] = localDiff;
                        }
                        std::nth_element(diffs.begin(), diffs.begin() + CObservationVelodyneScan::BLOCKS_PER_PACKET/2, diffs.end()); // Calc median
                        median_azimuth_diff = diffs[CObservationVelodyneScan::BLOCKS_PER_PACKET/2];
                }
 
                for (int block = 0; block < CObservationVelodyneScan::BLOCKS_PER_PACKET; block++)  // Firings per packet
                {
                        // ignore packets with mangled or otherwise different contents
                        if ((num_lasers!=64 && CObservationVelodyneScan::UPPER_BANK != raw->blocks[block].header) ||
                                (raw->blocks[block].header!=CObservationVelodyneScan::UPPER_BANK && raw->blocks[block].header!=CObservationVelodyneScan::LOWER_BANK) )
                        {
                                cerr << "[CObservationVelodyneScan] skipping invalid packet: block " << block << " header value is " << raw->blocks[block].header;
                                continue;
                        }
 
                        const int dsr_offset = (raw->blocks[block].header==CObservationVelodyneScan::LOWER_BANK) ? 32:0;
                        const float azimuth_raw_f = (float)(raw->blocks[block].rotation);
                        const bool block_is_dual_2nd_ranges  = (raw->laser_return_mode==CObservationVelodyneScan::RETMODE_DUAL && ((block & 0x01)!=0));
                        const bool block_is_dual_last_ranges = (raw->laser_return_mode==CObservationVelodyneScan::RETMODE_DUAL && ((block & 0x01)==0));
 
                        for (int dsr=0,k=0; dsr < SCANS_PER_FIRING; dsr++, k++)
                        {
                                if (!raw->blocks[block].laser_returns[k].distance) // Invalid return?
                                        continue;
 
                                const uint8_t rawLaserId = static_cast<uint8_t>(dsr + dsr_offset);
                                uint8_t laserId = rawLaserId;
 
                                // Detect VLP-16 data and adjust laser id if necessary
                                bool firingWithinBlock = false;
                                if(num_lasers==16) {
                                        if(laserId >= 16) {
                                                laserId -= 16;
                                                firingWithinBlock = true;
                                        }
                                }
 
                                ASSERT_BELOW_(laserId,num_lasers)
                                const mrpt::obs::VelodyneCalibration::PerLaserCalib &calib = scan.calibration.laser_corrections[laserId];
 
                                // In dual return, if the distance is equal in both ranges, ignore one of them:
                                if (block_is_dual_2nd_ranges) {
                                        if (raw->blocks[block].laser_returns[k].distance == raw->blocks[block-1].laser_returns[k].distance)
                                                continue; // duplicated point
                                        if (!params.dualKeepStrongest)
                                                continue;
                                }
                                if (block_is_dual_last_ranges && !params.dualKeepLast)
                                        continue;
 
                                // Return distance:
                                const float distance = raw->blocks[block].laser_returns[k].distance * CObservationVelodyneScan::DISTANCE_RESOLUTION + calib.distanceCorrection;
                                if (distance<realMinDist || distance>realMaxDist)
                                        continue;
 
                                // Isolated points filtering:
                                if (params.filterOutIsolatedPoints) {
                                        bool pass_filter = true;
                                        const int16_t dist_this = raw->blocks[block].laser_returns[k].distance;
                                        if (k>0) {
                                                const int16_t dist_prev = raw->blocks[block].laser_returns[k-1].distance;
                                                if (!dist_prev || std::abs(dist_this-dist_prev)>isolatedPointsFilterDistance_units)
                                                        pass_filter=false;
                                        }
                                        if (k<(SCANS_PER_FIRING-1)) {
                                                const int16_t dist_next = raw->blocks[block].laser_returns[k+1].distance;
                                                if (!dist_next || std::abs(dist_this-dist_next)>isolatedPointsFilterDistance_units)
                                                        pass_filter=false;
                                        }
                                        if (!pass_filter) continue; // Filter out this point
                                }
 
                                // Azimuth correction: correct for the laser rotation as a function of timing during the firings
                                double timestampadjustment = 0.0; // [us] since beginning of scan
                                double blockdsr0 = 0.0;
                                double nextblockdsr0 = 1.0;
                                switch (num_lasers)
                                {
                                // VLP-16
                                case 16:
                                        {
                                                if (raw->laser_return_mode==CObservationVelodyneScan::RETMODE_DUAL) {
                                                        timestampadjustment = VLP16AdjustTimeStamp(block/2, laserId, firingWithinBlock);
                                                        nextblockdsr0 = VLP16AdjustTimeStamp(block/2+1,0,0);
                                                        blockdsr0 = VLP16AdjustTimeStamp(block/2,0,0);
                                                }
                                                else {
                                                        timestampadjustment = VLP16AdjustTimeStamp(block, laserId, firingWithinBlock);
                                                        nextblockdsr0 = VLP16AdjustTimeStamp(block+1,0,0);
                                                        blockdsr0 = VLP16AdjustTimeStamp(block,0,0);
                                                }
                                        }
                                        break;
                                // HDL-32:
                                case 32:
                                        timestampadjustment = HDL32AdjustTimeStamp(block, dsr);
                                        nextblockdsr0 = HDL32AdjustTimeStamp(block+1,0);
                                        blockdsr0 = HDL32AdjustTimeStamp(block,0);
                                        break;
                                case 64:
                                        break;
                                default: {
                                        THROW_EXCEPTION("Error: unhandled LIDAR model!")
                                        }
                                };
 
                                const int azimuthadjustment = mrpt::utils::round( median_azimuth_diff * ((timestampadjustment - blockdsr0) / (nextblockdsr0 - blockdsr0)));
 
                                const float azimuth_corrected_f = azimuth_raw_f + azimuthadjustment;
                                const int azimuth_corrected = ((int)round(azimuth_corrected_f)) % CObservationVelodyneScan::ROTATION_MAX_UNITS;
 
                                // Filter by azimuth:
                                if (!((minAzimuth_int < maxAzimuth_int && azimuth_corrected >= minAzimuth_int && azimuth_corrected <= maxAzimuth_int )
                                        ||(minAzimuth_int > maxAzimuth_int && (azimuth_corrected <= maxAzimuth_int || azimuth_corrected >= minAzimuth_int))))
                                        continue;
 
                                // Vertical axis mis-alignment calibration:
                                const float cos_vert_angle = calib.cosVertCorrection;
                                const float sin_vert_angle = calib.sinVertCorrection;
                                const float horz_offset = calib.horizontalOffsetCorrection;
                                const float vert_offset = calib.verticalOffsetCorrection;
 
                                float xy_distance = distance * cos_vert_angle; 
                                if (vert_offset) xy_distance+= vert_offset * sin_vert_angle;
 
                                const int azimuth_corrected_for_lut = (azimuth_corrected + (CObservationVelodyneScan::ROTATION_MAX_UNITS/2))%CObservationVelodyneScan::ROTATION_MAX_UNITS;
                                const float cos_azimuth = lut_sincos.ccos[azimuth_corrected_for_lut];
                                const float sin_azimuth = lut_sincos.csin[azimuth_corrected_for_lut];
 
                                // Compute raw position
                                const mrpt::math::TPoint3Df pt(
                                        xy_distance * cos_azimuth + horz_offset * sin_azimuth, // MRPT +X = Velodyne +Y
                                        -(xy_distance * sin_azimuth - horz_offset * cos_azimuth), // MRPT +Y = Velodyne -X
                                        distance * sin_vert_angle + vert_offset
                                        );
 
                                bool add_point = true;
                                if (params.filterByROI && (
                                 pt.x>params.ROI_x_max || pt.x<params.ROI_x_min ||
                                 pt.y>params.ROI_y_max || pt.y<params.ROI_y_min ||
                                 pt.z>params.ROI_z_max || pt.z<params.ROI_z_min))
                                  add_point=false;
 
                                if (params.filterBynROI && (
                                 pt.x<=params.nROI_x_max && pt.x>=params.nROI_x_min &&
                                 pt.y<=params.nROI_y_max && pt.y>=params.nROI_y_min &&
                                 pt.z<=params.nROI_z_max && pt.z>=params.nROI_z_min))
                                  add_point=false;
 
                                if (!add_point)
                                        continue;
 
                                // Insert point:
                                out_pc.add_point(pt.x,pt.y,pt.z, raw->blocks[block].laser_returns[k].intensity,pkt_tim, azimuth_corrected_f);
 
                        } // end for k,dsr=[0,31]
                } // end for each block [0,11]
        } // end for each data packet
}
 
 
void CObservationVelodyneScan::generatePointCloud(const TGeneratePointCloudParameters &params)
{
        struct PointCloudStorageWrapper_Inner : public PointCloudStorageWrapper {
                CObservationVelodyneScan & me_;
                const TGeneratePointCloudParameters &params_;
                PointCloudStorageWrapper_Inner(CObservationVelodyneScan &me, const TGeneratePointCloudParameters &p) : me_(me), params_(p) {
                        // Reset point cloud:
                        me_.point_cloud.clear();
                }
                void add_point(double pt_x,double pt_y, double pt_z,uint8_t pt_intensity, const mrpt::system::TTimeStamp &tim, const float azimuth) MRPT_OVERRIDE {
                        me_.point_cloud.x.push_back( pt_x );
                        me_.point_cloud.y.push_back( pt_y );
                        me_.point_cloud.z.push_back( pt_z );
                        me_.point_cloud.intensity.push_back( pt_intensity );
                        if (params_.generatePerPointTimestamp) {
                                me_.point_cloud.timestamp.push_back(tim);
                        }
                        if (params_.generatePerPointAzimuth) {
                                const int azimuth_corrected = ((int)round(azimuth)) % CObservationVelodyneScan::ROTATION_MAX_UNITS;
                                me_.point_cloud.azimuth.push_back(azimuth_corrected * ROTATION_RESOLUTION);
                        }
                }
        };
 
        PointCloudStorageWrapper_Inner my_pc_wrap(*this, params);
 
        velodyne_scan_to_pointcloud(*this,params, my_pc_wrap);
 
}
 
void CObservationVelodyneScan::generatePointCloudAlongSE3Trajectory(
        const mrpt::poses::CPose3DInterpolator & vehicle_path,
        std::vector<mrpt::math::TPointXYZIu8>      & out_points,
        TGeneratePointCloudSE3Results          & results_stats,
        const TGeneratePointCloudParameters &params )
{
        // Pre-alloc mem:
        out_points.reserve( out_points.size() + scan_packets.size() * BLOCKS_PER_PACKET * SCANS_PER_BLOCK + 16);
 
        struct PointCloudStorageWrapper_SE3_Interp : public PointCloudStorageWrapper {
                CObservationVelodyneScan & me_;
                const mrpt::poses::CPose3DInterpolator & vehicle_path_;
                std::vector<mrpt::math::TPointXYZIu8>      & out_points_;
                TGeneratePointCloudSE3Results &results_stats_;
                mrpt::system::TTimeStamp last_query_tim_;
                mrpt::poses::CPose3D last_query_;
                bool last_query_valid_;
 
                PointCloudStorageWrapper_SE3_Interp(CObservationVelodyneScan &me,const mrpt::poses::CPose3DInterpolator & vehicle_path,std::vector<mrpt::math::TPointXYZIu8> & out_points,TGeneratePointCloudSE3Results &results_stats) : 
                        me_(me),vehicle_path_(vehicle_path),out_points_(out_points),results_stats_(results_stats),last_query_tim_(INVALID_TIMESTAMP),last_query_valid_(false) 
                {
                }
                void add_point(double pt_x,double pt_y, double pt_z,uint8_t pt_intensity, const mrpt::system::TTimeStamp &tim, const float azimuth) MRPT_OVERRIDE
                {
                        // Use a cache since it's expected that the same timestamp is queried several times in a row:
                        if (last_query_tim_!=tim) {
                                last_query_tim_ = tim;
                                vehicle_path_.interpolate(tim,last_query_,last_query_valid_);
                        }
 
                        if (last_query_valid_) {
                                mrpt::poses::CPose3D  global_sensor_pose(mrpt::poses::UNINITIALIZED_POSE);
                                global_sensor_pose.composeFrom(last_query_, me_.sensorPose);
                                double gx,gy,gz;
                                global_sensor_pose.composePoint(pt_x,pt_y,pt_z, gx,gy,gz);
                                out_points_.push_back( mrpt::math::TPointXYZIu8(gx,gy,gz,pt_intensity) );
                                ++results_stats_.num_correctly_inserted_points;
                        }
                        ++results_stats_.num_points;
                }
        };
 
        PointCloudStorageWrapper_SE3_Interp my_pc_wrap(*this,vehicle_path,out_points,results_stats);
        velodyne_scan_to_pointcloud(*this,params, my_pc_wrap);
}
 
void CObservationVelodyneScan::TPointCloud::clear()
{
        x.clear();
        y.clear();
        z.clear();
        intensity.clear();
        timestamp.clear();
        azimuth.clear();
}
void CObservationVelodyneScan::TPointCloud::clear_deep()
{
        { std::vector<float> d; x.swap(d); }
        { std::vector<float> d; y.swap(d); }
        { std::vector<float> d; z.swap(d); }
        { std::vector<uint8_t> d; intensity.swap(d); }
        { std::vector<mrpt::system::TTimeStamp> d; timestamp.swap(d); }
        { std::vector<float> d; azimuth.swap(d); }
}