/* Copyright (c) 2010-2022, Mathieu Labbe All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: * Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. * Neither the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. */ // Should be first on windows to avoid "WinSock.h has already been included" error #include "rtabmap/core/lidar/LidarVLP16.h" #include #include "rtabmap/core/Rtabmap.h" #include "rtabmap/core/RtabmapThread.h" #include "rtabmap/core/OdometryThread.h" #include "rtabmap/core/Graph.h" #include "rtabmap/utilite/UEventsManager.h" #include "rtabmap/utilite/UStl.h" #include "rtabmap/utilite/UDirectory.h" #include #include #include #include #include #include #include "MapBuilder.h" void showUsage() { printf("\nUsage:\n" "rtabmap-lidar_mapping IP PORT\n" "rtabmap-lidar_mapping PCAP_FILEPATH\n" "\n" "Example:" " rtabmap-lidar_mapping 192.168.1.201 2368\n\n"); exit(1); } using namespace rtabmap; int main(int argc, char * argv[]) { ULogger::setType(ULogger::kTypeConsole); ULogger::setLevel(ULogger::kWarning); std::string filepath; std::string ip; int port = 2368; if(argc < 2) { showUsage(); } else if(argc == 2) { filepath = argv[1]; } else { ip = argv[1]; port = uStr2Int(argv[2]); } // Here is the pipeline that we will use: // LidarVLP16 -> "SensorEvent" -> OdometryThread -> "OdometryEvent" -> RtabmapThread -> "RtabmapEvent" // Create the Lidar sensor, it will send a SensorEvent LidarVLP16 * lidar; if(!ip.empty()) { printf("Using ip=%s port=%d\n", ip.c_str(), port); #if BOOST_VERSION >= 108700 // Version 1.87.0 lidar = new LidarVLP16(boost::asio::ip::make_address(ip), port); #else lidar = new LidarVLP16(boost::asio::ip::address_v4::from_string(ip), port); #endif } else { filepath = uReplaceChar(filepath, '~', UDirectory::homeDir()); printf("Using file=%s\n", filepath.c_str()); lidar = new LidarVLP16(filepath); } lidar->setOrganized(true); //faster deskewing if(!lidar->init()) { UERROR("Lidar init failed!"); delete lidar; return -1; } SensorCaptureThread lidarThread(lidar); // GUI stuff, there the handler will receive RtabmapEvent and construct the map // We give it the lidar so the GUI can pause/resume the lidar QApplication app(argc, argv); MapBuilder mapBuilder(&lidarThread); ParametersMap params; float resolution = 0.05; // ICP parameters params.insert(ParametersPair(Parameters::kRegStrategy(), "1")); params.insert(ParametersPair(Parameters::kIcpFiltersEnabled(), "2")); params.insert(ParametersPair(Parameters::kIcpPointToPlane(), "true")); params.insert(ParametersPair(Parameters::kIcpPointToPlaneK(), "20")); params.insert(ParametersPair(Parameters::kIcpPointToPlaneRadius(), "0")); params.insert(ParametersPair(Parameters::kIcpIterations(), "10")); params.insert(ParametersPair(Parameters::kIcpVoxelSize(), uNumber2Str(resolution))); params.insert(ParametersPair(Parameters::kIcpEpsilon(), "0.001")); params.insert(ParametersPair(Parameters::kIcpMaxCorrespondenceDistance(), uNumber2Str(resolution*10.0f))); params.insert(ParametersPair(Parameters::kIcpMaxTranslation(), "2")); params.insert(ParametersPair(Parameters::kIcpStrategy(), "1")); params.insert(ParametersPair(Parameters::kIcpOutlierRatio(), "0.7")); params.insert(ParametersPair(Parameters::kIcpCorrespondenceRatio(), "0.01")); // Uncomment if lidar never pitch/roll (on a car or wheeled robot), for hand-held mapping, keep it commented //params.insert(ParametersPair(Parameters::kIcpPointToPlaneGroundNormalsUp(), "0.8")); // Odom parameters params.insert(ParametersPair(Parameters::kOdomStrategy(), "0")); // F2M params.insert(ParametersPair(Parameters::kOdomScanKeyFrameThr(), "0.6")); params.insert(ParametersPair(Parameters::kOdomF2MScanSubtractRadius(), uNumber2Str(resolution))); params.insert(ParametersPair(Parameters::kOdomF2MScanMaxSize(), "15000")); params.insert(ParametersPair(Parameters::kOdomGuessSmoothingDelay(), "0.3")); params.insert(ParametersPair(Parameters::kOdomDeskewing(), "true")); // Create an odometry thread to process lidar events, it will send OdometryEvent. OdometryThread odomThread(Odometry::create(params)); // Rtabmap params params.insert(ParametersPair(Parameters::kRGBDProximityBySpace(), "true")); params.insert(ParametersPair(Parameters::kRGBDProximityMaxGraphDepth(), "0")); params.insert(ParametersPair(Parameters::kRGBDProximityPathMaxNeighbors(), "1")); params.insert(ParametersPair(Parameters::kRGBDAngularUpdate(), "0.05")); params.insert(ParametersPair(Parameters::kRGBDLinearUpdate(), "0.05")); params.insert(ParametersPair(Parameters::kMemNotLinkedNodesKept(), "false")); params.insert(ParametersPair(Parameters::kMemSTMSize(), "30")); uInsert(params, ParametersPair(Parameters::kIcpCorrespondenceRatio(), "0.2")); // overwritten // Create RTAB-Map to process OdometryEvent Rtabmap * rtabmap = new Rtabmap(); rtabmap->init(params); RtabmapThread rtabmapThread(rtabmap); // ownership is transfered // Setup handlers odomThread.registerToEventsManager(); rtabmapThread.registerToEventsManager(); mapBuilder.registerToEventsManager(); // The RTAB-Map is subscribed by default to SensorEvent, but we want // RTAB-Map to process OdometryEvent instead, ignoring the SensorEvent. // We can do that by creating a "pipe" between the lidar and odometry, then // only the odometry will receive SensorEvent from that lidar. RTAB-Map is // also subscribed to OdometryEvent by default, so no need to create a pipe between // odometry and RTAB-Map. UEventsManager::createPipe(&lidarThread, &odomThread, "SensorEvent"); // Let's start the threads rtabmapThread.start(); odomThread.start(); lidarThread.start(); printf("Press Tab key to switch between map and odom views (or both).\n"); printf("Press Space key to pause.\n"); mapBuilder.show(); app.exec(); // main loop // remove handlers mapBuilder.unregisterFromEventsManager(); rtabmapThread.unregisterFromEventsManager(); odomThread.unregisterFromEventsManager(); // Kill all threads lidarThread.kill(); odomThread.join(true); rtabmapThread.join(true); // Save 3D map printf("Saving rtabmap_cloud.pcd...\n"); std::map nodes; std::map optimizedPoses; std::multimap links; rtabmap->getGraph(optimizedPoses, links, true, true, &nodes, true, true, true, true); pcl::PointCloud::Ptr cloud(new pcl::PointCloud); for(std::map::iterator iter=optimizedPoses.begin(); iter!=optimizedPoses.end(); ++iter) { Signature node = nodes.find(iter->first)->second; // uncompress data node.sensorData().uncompressData(); pcl::PointCloud::Ptr tmp = util3d::laserScanToPointCloudI(node.sensorData().laserScanRaw(), node.sensorData().laserScanRaw().localTransform()); *cloud += *util3d::transformPointCloud(tmp, iter->second); // transform the point cloud to its pose } if(cloud->size()) { printf("Voxel grid filtering of the assembled cloud (voxel=%f, %d points)\n", 0.01f, (int)cloud->size()); cloud = util3d::voxelize(cloud, 0.01f); printf("Saving rtabmap_cloud.pcd... done! (%d points)\n", (int)cloud->size()); pcl::io::savePCDFile("rtabmap_cloud.pcd", *cloud); //pcl::io::savePLYFile("rtabmap_cloud.ply", *cloud); // to save in PLY format } else { printf("Saving rtabmap_cloud.pcd... failed! The cloud is empty.\n"); } // Save trajectory printf("Saving rtabmap_trajectory.txt ...\n"); if(optimizedPoses.size() && graph::exportPoses("rtabmap_trajectory.txt", 0, optimizedPoses, links)) { printf("Saving rtabmap_trajectory.txt... done!\n"); } else { printf("Saving rtabmap_trajectory.txt... failed!\n"); } rtabmap->close(false); return 0; }