cartographer源码分析(29)-io-min_max_range_filtering_points_processor.h

源码可在https://github.com/learnmoreonce/SLAM 下载


文件:min_max_range_filtering_points_processor.h

#ifndef CARTOGRAPHER_IO_MIN_MAX_RANGE_FILTERING_POINTS_PROCESSOR_H_
#define CARTOGRAPHER_IO_MIN_MAX_RANGE_FILTERING_POINTS_PROCESSOR_H_

#include <memory>

#include "cartographer/common/lua_parameter_dictionary.h"
#include "cartographer/io/points_processor.h"

namespace cartographer {
namespace io {
/*

PointsProcessor的第一个子类(1).
功能:继承自PointsProcessor点云虚基类.距离过滤器,L2 距离不在Min-Max范围内的都过滤掉.
数据成员:
1),min_range_ 最小范围
2),max_range_ 最大范围
3),PointsProcessor* const next_:完成本轮Processor,接下来进行下一次Processor.
*/

// Filters all points that are farther away from their 'origin' as 'max_range'
// or closer than 'min_range'.
class MinMaxRangeFiteringPointsProcessor : public PointsProcessor {
 public:
  constexpr static const char* kConfigurationFileActionName =
      "min_max_range_filter";


  MinMaxRangeFiteringPointsProcessor(double min_range, double max_range,
                                     PointsProcessor* next);

  //从.lua文件加载min_range和max_range,如:0-30 
  static std::unique_ptr<MinMaxRangeFiteringPointsProcessor> FromDictionary(
      common::LuaParameterDictionary* dictionary, PointsProcessor* next);

  ~MinMaxRangeFiteringPointsProcessor() override {}//覆盖

  MinMaxRangeFiteringPointsProcessor(
      const MinMaxRangeFiteringPointsProcessor&) = delete;
  MinMaxRangeFiteringPointsProcessor& operator=(
      const MinMaxRangeFiteringPointsProcessor&) = delete;

//点云处理,删除[min,max]以外的point,并把数据传递到下一轮Processor处理。
  void Process(std::unique_ptr<PointsBatch> batch) override;

  FlushResult Flush() override;
  //调用next_->Flush();父类调用Flush(),但在运行时才会决定是否调用子类的Flush()

 private:
  const double min_range_;
  const double max_range_;
  PointsProcessor* const next_;
};

}  // namespace io
}  // namespace cartographer

#endif  // CARTOGRAPHER_IO_MIN_MAX_RANGE_FILTERING_POINTS_PROCESSOR_H_


min_max_range_filtering_points_processor.cc


#include "cartographer/io/min_max_range_filtering_points_processor.h"

#include "cartographer/common/lua_parameter_dictionary.h"
#include "cartographer/common/make_unique.h"
#include "cartographer/io/points_batch.h"

namespace cartographer {
namespace io {

//从.lua文件加载min_range和max_range,如:0-30
std::unique_ptr<MinMaxRangeFiteringPointsProcessor>
MinMaxRangeFiteringPointsProcessor::FromDictionary(
    common::LuaParameterDictionary* const dictionary,
    PointsProcessor* const next) {
  return common::make_unique<MinMaxRangeFiteringPointsProcessor>(
      dictionary->GetDouble("min_range"), dictionary->GetDouble("max_range"), //trajectory_builder_2d.lua:0,30
      //assets_writer_backpack_2d.lua 1-60
      next);
}

/*
构造函数,传递min ,max2个范围参数和 PointsProcessor* next指针

*/
MinMaxRangeFiteringPointsProcessor::MinMaxRangeFiteringPointsProcessor(
    const double min_range, const double max_range, PointsProcessor* next)
    : min_range_(min_range), max_range_(max_range), next_(next) {}

void MinMaxRangeFiteringPointsProcessor::Process(
    std::unique_ptr<PointsBatch> batch)

     {
  std::vector<int> to_remove;    //待移除的索引
  for (size_t i = 0; i < batch->points.size(); ++i) {
    //计算sensor到远点的l2距离
    const float range = (batch->points[i] - batch->origin).norm(); 
    if (!(min_range_ <= range && range <= max_range_)) {        
      //不在给定范围内,加入移除队列.
      to_remove.push_back(i);
    }
  }
  RemovePoints(to_remove, batch.get());
  next_->Process(std::move(batch));//完成本轮过滤,接下来进行下一次过滤.即模拟流水线操作.
}

PointsProcessor::FlushResult MinMaxRangeFiteringPointsProcessor::Flush() {
  return next_->Flush();
}

}  // namespace io
}  // namespace cartographer

本文发于:
* http://www.jianshu.com/u/9e38d2febec1
* https://zhuanlan.zhihu.com/learnmoreonce
* http://blog.youkuaiyun.com/learnmoreonce
* slam源码分析微信公众号:slamcode

[INFO] [launch]: Default logging verbosity is set to INFO [INFO] [ldlidar-1]: process started with pid [15427] [INFO] [static_transform_publisher-2]: process started with pid [15429] [INFO] [cartographer_node-3]: process started with pid [15431] [INFO] [cartographer_occupancy_grid_node-4]: process started with pid [15433] [ldlidar-1] [INFO] [1763038059.187611175] [rclcpp]: Using port /dev/ttyUSB0 [ldlidar-1] [INFO] [1763038059.187726982] [rclcpp]: LiDAR_LD06 started successfully [static_transform_publisher-2] [INFO] [1763038059.188207187] [static_transform_publisher_ftaCOqre9ghey78j]: Spinning until stopped - publishing transform [static_transform_publisher-2] translation: ('0.000000', '0.000000', '0.000000') [static_transform_publisher-2] rotation: ('0.000000', '0.000000', '0.000000', '1.000000') [static_transform_publisher-2] from 'base_link' to 'laser' [cartographer_node-3] [INFO] [1763038059.199601261] [cartographer logger]: I1113 20:47:39.000000 15431 configuration_file_resolver.cc:41] Found '/home/michael/ros2_ws/install/ldlidar-ros2/share/ldlidar-ros2/configuration_files/mylaser.lua' for 'mylaser.lua'. [cartographer_node-3] [INFO] [1763038059.200177820] [cartographer logger]: I1113 20:47:39.000000 15431 configuration_file_resolver.cc:41] Found '/opt/ros/humble/share/cartographer/configuration_files/map_builder.lua' for 'map_builder.lua'. [cartographer_node-3] [INFO] [1763038059.200197413] [cartographer logger]: I1113 20:47:39.000000 15431 configuration_file_resolver.cc:41] Found '/opt/ros/humble/share/cartographer/configuration_files/map_builder.lua' for 'map_builder.lua'. [cartographer_node-3] [INFO] [1763038059.200339857] [cartographer logger]: I1113 20:47:39.000000 15431 configuration_file_resolver.cc:41] Found '/opt/ros/humble/share/cartographer/configuration_files/pose_graph.lua' for 'pose_graph.lua'. [cartographer_node-3] [INFO] [1763038059.200346358] [cartographer logger]: I1113 20:47:39.000000 15431 configuration_file_resolver.cc:41] Found '/opt/ros/humble/share/cartographer/configuration_files/pose_graph.lua' for 'pose_graph.lua'. [cartographer_node-3] [INFO] [1763038059.200466435] [cartographer logger]: I1113 20:47:39.000000 15431 configuration_file_resolver.cc:41] Found '/opt/ros/humble/share/cartographer/configuration_files/trajectory_builder.lua' for 'trajectory_builder.lua'. [cartographer_node-3] [INFO] [1763038059.200473333] [cartographer logger]: I1113 20:47:39.000000 15431 configuration_file_resolver.cc:41] Found '/opt/ros/humble/share/cartographer/configuration_files/trajectory_builder.lua' for 'trajectory_builder.lua'. [cartographer_node-3] [INFO] [1763038059.200556552] [cartographer logger]: I1113 20:47:39.000000 15431 configuration_file_resolver.cc:41] Found '/opt/ros/humble/share/cartographer/configuration_files/trajectory_builder_2d.lua' for 'trajectory_builder_2d.lua'. [cartographer_node-3] [INFO] [1763038059.200562403] [cartographer logger]: I1113 20:47:39.000000 15431 configuration_file_resolver.cc:41] Found '/opt/ros/humble/share/cartographer/configuration_files/trajectory_builder_2d.lua' for 'trajectory_builder_2d.lua'. [cartographer_node-3] [INFO] [1763038059.200685653] [cartographer logger]: I1113 20:47:39.000000 15431 configuration_file_resolver.cc:41] Found '/opt/ros/humble/share/cartographer/configuration_files/trajectory_builder_3d.lua' for 'trajectory_builder_3d.lua'. [cartographer_node-3] [INFO] [1763038059.200691488] [cartographer logger]: I1113 20:47:39.000000 15431 configuration_file_resolver.cc:41] Found '/opt/ros/humble/share/cartographer/configuration_files/trajectory_builder_3d.lua' for 'trajectory_builder_3d.lua'. [cartographer_node-3] F1113 20:47:39.201540 15431 lua_parameter_dictionary.cc:399] Check failed: HasKey(key) Key 'rangefinder_sampling_ratio' not in dictionary: [cartographer_node-3] { [cartographer_node-3] lookup_transform_timeout_sec = 0.200000, [cartographer_node-3] map_builder = { [cartographer_node-3] collate_by_trajectory = false, [cartographer_node-3] num_background_threads = 4.000000, [cartographer_node-3] pose_graph = { [cartographer_node-3] constraint_builder = { [cartographer_node-3] ceres_scan_matcher = { [cartographer_node-3] ceres_solver_options = { [cartographer_node-3] max_num_iterations = 10.000000, [cartographer_node-3] num_threads = 1.000000, [cartographer_node-3] use_nonmonotonic_steps = true, [cartographer_node-3] }, [cartographer_node-3] occupied_space_weight = 20.000000, [cartographer_node-3] rotation_weight = 1.000000, [cartographer_node-3] translation_weight = 10.000000, [cartographer_node-3] }, [cartographer_node-3] ceres_scan_matcher_3d = { [cartographer_node-3] ceres_solver_options = { [cartographer_node-3] max_num_iterations = 10.000000, [cartographer_node-3] num_threads = 1.000000, [cartographer_node-3] use_nonmonotonic_steps = false, [cartographer_node-3] }, [cartographer_node-3] occupied_space_weight_0 = 5.000000, [cartographer_node-3] occupied_space_weight_1 = 30.000000, [cartographer_node-3] only_optimize_yaw = false, [cartographer_node-3] rotation_weight = 1.000000, [cartographer_node-3] translation_weight = 10.000000, [cartographer_node-3] }, [cartographer_node-3] fast_correlative_scan_matcher = { [cartographer_node-3] angular_search_window = 0.523599, [cartographer_node-3] branch_and_bound_depth = 7.000000, [cartographer_node-3] linear_search_window = 7.000000, [cartographer_node-3] }, [cartographer_node-3] fast_correlative_scan_matcher_3d = { [cartographer_node-3] angular_search_window = 0.261799, [cartographer_node-3] branch_and_bound_depth = 8.000000, [cartographer_node-3] full_resolution_depth = 3.000000, [cartographer_node-3] linear_xy_search_window = 5.000000, [cartographer_node-3] linear_z_search_window = 1.000000, [cartographer_node-3] min_low_resolution_score = 0.550000, [cartographer_node-3] min_rotational_score = 0.770000, [cartographer_node-3] }, [cartographer_node-3] global_localization_min_score = 0.600000, [cartographer_node-3] log_matches = true, [cartographer_node-3] loop_closure_rotation_weight = 100000.000000, [cartographer_node-3] loop_closure_translation_weight = 11000.000000, [cartographer_node-3] max_constraint_distance = 15.000000, [cartographer_node-3] min_score = 0.650000, [cartographer_node-3] sampling_ratio = 0.300000, [cartographer_node-3] }, [cartographer_node-3] global_constraint_search_after_n_seconds = 10.000000, [cartographer_node-3] global_sampling_ratio = 0.003000, [cartographer_node-3] log_residual_histograms = true, [cartographer_node-3] matcher_rotation_weight = 1600.000000, [cartographer_node-3] matcher_translation_weight = 500.000000, [cartographer_node-3] max_num_final_iterations = 200.000000, [cartographer_node-3] optimization_problem = { [cartographer_node-3] acceleration_weight = 110.000000, [cartographer_node-3] ceres_solver_options = { [cartographer_node-3] max_num_iterations = 50.000000, [cartographer_node-3] num_threads = 7.000000, [cartographer_node-3] use_nonmonotonic_steps = false, [cartographer_node-3] }, [cartographer_node-3] fix_z_in_3d = false, [cartographer_node-3] fixed_frame_pose_rotation_weight = 100.000000, [cartographer_node-3] fixed_frame_pose_tolerant_loss_param_a = 1.000000, [cartographer_node-3] fixed_frame_pose_tolerant_loss_param_b = 1.000000, [cartographer_node-3] fixed_frame_pose_translation_weight = 10.000000, [cartographer_node-3] fixed_frame_pose_use_tolerant_loss = false, [cartographer_node-3] huber_scale = 100.000000, [cartographer_node-3] local_slam_pose_rotation_weight = 100000.000000, [cartographer_node-3] local_slam_pose_translation_weight = 100000.000000, [cartographer_node-3] log_solver_summary = false, [cartographer_node-3] odometry_rotation_weight = 100000.000000, [cartographer_node-3] odometry_translation_weight = 100000.000000, [cartographer_node-3] rotation_weight = 16000.000000, [cartographer_node-3] use_online_imu_extrinsics_in_3d = true, [cartographer_node-3] }, [cartographer_node-3] optimize_every_n_nodes = 35.000000, [cartographer_node-3] }, [cartographer_node-3] use_trajectory_builder_2d = true, [cartographer_node-3] use_trajectory_builder_3d = false, [cartographer_node-3] }, [cartographer_node-3] map_frame = "map", [cartographer_node-3] num_laser_scans = 1.000000, [cartographer_node-3] num_multi_echo_laser_scans = 0.000000, [cartographer_node-3] num_point_clouds = 0.000000, [cartographer_node-3] num_subdivisions_per_laser_scan = 1.000000, [cartographer_node-3] odom_frame = "odom", [cartographer_node-3] pose_publish_period_sec = 0.005000, [cartographer_node-3] provide_odom_frame = false, [cartographer_node-3] publish_frame_projected_to_2d = false, [cartographer_node-3] published_frame = "laser", [cartographer_node-3] submap_publish_period_sec = 0.300000, [cartographer_node-3] tracking_frame = "laser", [cartographer_node-3] trajectory_builder = { [cartographer_node-3] collate_fixed_frame = true, [cartographer_node-3] collate_landmarks = false, [cartographer_node-3] trajectory_builder_2d = { [cartographer_node-3] adaptive_voxel_filter = { [cartographer_node-3] max_length = 0.500000, [cartographer_node-3] max_range = 50.000000, [cartographer_node-3] min_num_points = 200.000000, [cartographer_node-3] }, [cartographer_node-3] ceres_scan_matcher = { [cartographer_node-3] ceres_solver_options = { [cartographer_node-3] max_num_iterations = 20.000000, [cartographer_node-3] num_threads = 1.000000, [cartographer_node-3] use_nonmonotonic_steps = false, [cartographer_node-3] }, [cartographer_node-3] occupied_space_weight = 1.000000, [cartographer_node-3] rotation_weight = 40.000000, [cartographer_node-3] translation_weight = 10.000000, [cartographer_node-3] }, [cartographer_node-3] imu_gravity_time_constant = 10.000000, [cartographer_node-3] loop_closure_adaptive_voxel_filter = { [cartographer_node-3] max_length = 0.900000, [cartographer_node-3] max_range = 50.000000, [cartographer_node-3] min_num_points = 100.000000, [cartographer_node-3] }, [cartographer_node-3] max_range = 12.000000, [cartographer_node-3] max_z = 2.000000, [cartographer_node-3] min_range = 0.100000, [cartographer_node-3] min_z = -0.800000, [cartographer_node-3] missing_data_ray_length = 5.000000, [cartographer_node-3] motion_filter = { [cartographer_node-3] max_angle_radians = 0.017453, [cartographer_node-3] max_distance_meters = 0.200000, [cartographer_node-3] max_time_seconds = 5.000000, [cartographer_node-3] }, [cartographer_node-3] num_accumulated_range_data = 1.000000, [cartographer_node-3] pose_extrapolator = { [cartographer_node-3] constant_velocity = { [cartographer_node-3] imu_gravity_time_constant = 10.000000, [cartographer_node-3] pose_queue_duration = 0.001000, [cartographer_node-3] }, [cartographer_node-3] imu_based = { [cartographer_node-3] gravity_constant = 9.806000, [cartographer_node-3] imu_acceleration_weight = 1.000000, [cartographer_node-3] imu_rotation_weight = 1.000000, [cartographer_node-3] odometry_rotation_weight = 1.000000, [cartographer_node-3] odometry_translation_weight = 1.000000, [cartographer_node-3] pose_queue_duration = 5.000000, [cartographer_node-3] pose_rotation_weight = 1.000000, [cartographer_node-3] pose_translation_weight = 1.000000, [cartographer_node-3] solver_options = { [cartographer_node-3] max_num_iterations = 10.000000, [cartographer_node-3] num_threads = 1.000000, [cartographer_node-3] use_nonmonotonic_steps = false, [cartographer_node-3] }, [cartographer_node-3] }, [cartographer_node-3] use_imu_based = false, [cartographer_node-3] }, [cartographer_node-3] real_time_correlative_scan_matcher = { [cartographer_node-3] angular_search_window = 0.349066, [cartographer_node-3] linear_search_window = 0.100000, [cartographer_node-3] rotation_delta_cost_weight = 0.100000, [cartographer_node-3] translation_delta_cost_weight = 10.000000, [cartographer_node-3] }, [cartographer_node-3] submaps = { [cartographer_node-3] grid_options_2d = { [cartographer_node-3] grid_type = "PROBABILITY_GRID", [cartographer_node-3] resolution = 0.050000, [cartographer_node-3] }, [cartographer_node-3] num_range_data = 35.000000, [cartographer_node-3] range_data_inserter = { [cartographer_node-3] probability_grid_range_data_inserter = { [cartographer_node-3] hit_probability = 0.550000, [cartographer_node-3] insert_free_space = true, [cartographer_node-3] miss_probability = 0.490000, [cartographer_node-3] }, [cartographer_node-3] range_data_inserter_type = "PROBABILITY_GRID_INSERTER_2D", [cartographer_node-3] tsdf_range_data_inserter = { [cartographer_node-3] maximum_weight = 10.000000, [cartographer_node-3] normal_estimation_options = { [cartographer_node-3] num_normal_samples = 4.000000, [cartographer_node-3] sample_radius = 0.500000, [cartographer_node-3] }, [cartographer_node-3] project_sdf_distance_to_scan_normal = true, [cartographer_node-3] truncation_distance = 0.300000, [cartographer_node-3] update_free_space = false, [cartographer_node-3] update_weight_angle_scan_normal_to_ray_kernel_bandwidth = 0.500000, [cartographer_node-3] update_weight_distance_cell_to_hit_kernel_bandwidth = 0.500000, [cartographer_node-3] update_weight_range_exponent = 0.000000, [cartographer_node-3] }, [cartographer_node-3] }, [cartographer_node-3] }, [cartographer_node-3] use_imu_data = false, [cartographer_node-3] use_online_correlative_scan_matching = true, [cartographer_node-3] voxel_filter_size = 0.025000, [cartographer_node-3] }, [cartographer_node-3] trajectory_builder_3d = { [cartographer_node-3] ceres_scan_matcher = { [cartographer_node-3] ceres_solver_options = { [cartographer_node-3] max_num_iterations = 12.000000, [cartographer_node-3] num_threads = 1.000000, [cartographer_node-3] use_nonmonotonic_steps = false, [cartographer_node-3] }, [cartographer_node-3] intensity_cost_function_options_0 = { [cartographer_node-3] huber_scale = 0.300000, [cartographer_node-3] intensity_threshold = 40.000000, [cartographer_node-3] weight = 0.500000, [cartographer_node-3] }, [cartographer_node-3] occupied_space_weight_0 = 1.000000, [cartographer_node-3] occupied_space_weight_1 = 6.000000, [cartographer_node-3] only_optimize_yaw = false, [cartographer_node-3] rotation_weight = 400.000000, [cartographer_node-3] translation_weight = 5.000000, [cartographer_node-3] }, [cartographer_node-3] high_resolution_adaptive_voxel_filter = { [cartographer_node-3] max_length = 2.000000, [cartographer_node-3] max_range = 15.000000, [cartographer_node-3] min_num_points = 150.000000, [cartographer_node-3] }, [cartographer_node-3] imu_gravity_time_constant = 10.000000, [cartographer_node-3] low_resolution_adaptive_voxel_filter = { [cartographer_node-3] max_length = 4.000000, [cartographer_node-3] max_range = 60.000000, [cartographer_node-3] min_num_points = 200.000000, [cartographer_node-3] }, [cartographer_node-3] max_range = 60.000000, [cartographer_node-3] min_range = 1.000000, [cartographer_node-3] motion_filter = { [cartographer_node-3] max_angle_radians = 0.004000, [cartographer_node-3] max_distance_meters = 0.100000, [cartographer_node-3] max_time_seconds = 0.500000, [cartographer_node-3] }, [cartographer_node-3] num_accumulated_range_data = 1.000000, [cartographer_node-3] pose_extrapolator = { [cartographer_node-3] constant_velocity = { [cartographer_node-3] imu_gravity_time_constant = 10.000000, [cartographer_node-3] pose_queue_duration = 0.001000, [cartographer_node-3] }, [cartographer_node-3] imu_based = { [cartographer_node-3] gravity_constant = 9.806000, [cartographer_node-3] imu_acceleration_weight = 1.000000, [cartographer_node-3] imu_rotation_weight = 1.000000, [cartographer_node-3] odometry_rotation_weight = 1.000000, [cartographer_node-3] odometry_translation_weight = 1.000000, [cartographer_node-3] pose_queue_duration = 5.000000, [cartographer_node-3] pose_rotation_weight = 1.000000, [cartographer_node-3] pose_translation_weight = 1.000000, [cartographer_node-3] solver_options = { [cartographer_node-3] max_num_iterations = 10.000000, [cartographer_node-3] num_threads = 1.000000, [cartographer_node-3] use_nonmonotonic_steps = false, [cartographer_node-3] }, [cartographer_node-3] }, [cartographer_node-3] use_imu_based = false, [cartographer_node-3] }, [cartographer_node-3] real_time_correlative_scan_matcher = { [cartographer_node-3] angular_search_window = 0.017453, [cartographer_node-3] linear_search_window = 0.150000, [cartographer_node-3] rotation_delta_cost_weight = 0.100000, [cartographer_node-3] translation_delta_cost_weight = 0.100000, [cartographer_node-3] }, [cartographer_node-3] rotational_histogram_size = 120.000000, [cartographer_node-3] submaps = { [cartographer_node-3] high_resolution = 0.100000, [cartographer_node-3] high_resolution_max_range = 20.000000, [cartographer_node-3] low_resolution = 0.450000, [cartographer_node-3] num_range_data = 160.000000, [cartographer_node-3] range_data_inserter = { [cartographer_node-3] hit_probability = 0.550000, [cartographer_node-3] intensity_threshold = 40.000000, [cartographer_node-3] miss_probability = 0.490000, [cartographer_node-3] num_free_space_voxels = 2.000000, [cartographer_node-3] }, [cartographer_node-3] }, [cartographer_node-3] use_intensities = false, [cartographer_node-3] use_online_correlative_scan_matching = false, [cartographer_node-3] voxel_filter_size = 0.150000, [cartographer_node-3] }, [cartographer_node-3] }, [cartographer_node-3] trajectory_publish_period_sec = 0.030000, [cartographer_node-3] use_landmarks = false, [cartographer_node-3] use_nav_sat = false, [cartographer_node-3] use_odometry = false, [cartographer_node-3] use_pose_extrapolator = false, [cartographer_node-3] } [cartographer_node-3] [FATAL] [1763038059.201849458] [cartographer logger]: F1113 20:47:39.000000 15431 lua_parameter_dictionary.cc:399] Check failed: HasKey(key) Key 'rangefinder_sampling_ratio' not in dictionary: [cartographer_node-3] { [cartographer_node-3] lookup_transform_timeout_sec = 0.200000, [cartographer_node-3] map_builder = { [cartographer_node-3] collate_by_trajectory = false, [cartographer_node-3] num_background_threads = 4.000000, [cartographer_node-3] pose_graph = { [cartographer_node-3] constraint_builder = { [cartographer_node-3] ceres_scan_matcher = { [cartographer_node-3] ceres_solver_options = { [cartographer_node-3] max_num_iterations = 10.000000, [cartographer_node-3] num_threads = 1.000000, [cartographer_node-3] use_nonmonotonic_steps = true, [cartographer_node-3] }, [cartographer_node-3] occupied_space_weight = 20.000000, [cartographer_node-3] rotation_weight = 1.000000, [cartographer_node-3] translation_weight = 10.000000, [cartographer_node-3] }, [cartographer_node-3] ceres_scan_matcher_3d = { [cartographer_node-3] ceres_solver_options = { [cartographer_node-3] max_num_iterations = 10.000000, [cartographer_node-3] num_threads = 1.000000, [cartographer_node-3] use_nonmonotonic_steps = false, [cartographer_node-3] }, [cartographer_node-3] occupied_space_weight_0 = 5.000000, [cartographer_node-3] occupied_space_weight_1 = 30.000000, [cartographer_node-3] only_optimize_yaw = false, [cartographer_node-3] rotation_weight = 1.000000, [cartographer_node-3] translation_weight = 10.000000, [cartographer_node-3] }, [cartographer_node-3] fast_correlative_scan_matcher = { [cartographer_node-3] angular_search_window = 0.523599, [cartographer_node-3] branch_and_bound_depth = 7.000000, [cartographer_node-3] linear_search_window = 7.000000, [cartographer_node-3] }, [cartographer_node-3] fast_correlative_scan_matcher_3d = { [cartographer_node-3] angular_search_window = 0.261799, [cartographer_node-3] branch_and_bound_depth = 8.000000, [cartographer_node-3] full_resolution_depth = 3.000000, [cartographer_node-3] linear_xy_search_window = 5.000000, [cartographer_node-3] linear_z_search_window = 1.000000, [cartographer_node-3] min_low_resolution_score = 0.550000, [cartographer_node-3] min_rotational_score = 0.770000, [cartographer_node-3] }, [cartographer_node-3] global_localization_min_score = 0.600000, [cartographer_node-3] log_matches = true, [cartographer_node-3] loop_closure_rotation_weight = 100000.000000, [cartographer_node-3] loop_closure_translation_weight = 11000.000000, [cartographer_node-3] max_constraint_distance = 15.000000, [cartographer_node-3] min_score = 0.650000, [cartographer_node-3] sampling_ratio = 0.300000, [cartographer_node-3] }, [cartographer_node-3] global_constraint_search_after_n_seconds = 10.000000, [cartographer_node-3] global_sampling_ratio = 0.003000, [cartographer_node-3] log_residual_histograms = true, [cartographer_node-3] matcher_rotation_weight = 1600.000000, [cartographer_node-3] matcher_translation_weight = 500.000000, [cartographer_node-3] max_num_final_iterations = 200.000000, [cartographer_node-3] optimization_problem = { [cartographer_node-3] acceleration_weight = 110.000000, [cartographer_node-3] ceres_solver_options = { [cartographer_node-3] max_num_iterations = 50.000000, [cartographer_node-3] num_threads = 7.000000, [cartographer_node-3] use_nonmonotonic_steps = false, [cartographer_node-3] }, [cartographer_node-3] fix_z_in_3d = false, [cartographer_node-3] fixed_frame_pose_rotation_weight = 100.000000, [cartographer_node-3] fixed_frame_pose_tolerant_loss_param_a = 1.000000, [cartographer_node-3] fixed_frame_pose_tolerant_loss_param_b = 1.000000, [cartographer_node-3] fixed_frame_pose_translation_weight = 10.000000, [cartographer_node-3] fixed_frame_pose_use_tolerant_loss = false, [cartographer_node-3] huber_scale = 100.000000, [cartographer_node-3] local_slam_pose_rotation_weight = 100000.000000, [cartographer_node-3] local_slam_pose_translation_weight = 100000.000000, [cartographer_node-3] log_solver_summary = false, [cartographer_node-3] odometry_rotation_weight = 100000.000000, [cartographer_node-3] odometry_translation_weight = 100000.000000, [cartographer_node-3] rotation_weight = 16000.000000, [cartographer_node-3] use_online_imu_extrinsics_in_3d = true, [cartographer_node-3] }, [cartographer_node-3] optimize_every_n_nodes = 35.000000, [cartographer_node-3] }, [cartographer_node-3] use_trajectory_builder_2d = true, [cartographer_node-3] use_trajectory_builder_3d = false, [cartographer_node-3] }, [cartographer_node-3] map_frame = "map", [cartographer_node-3] num_laser_scans = 1.000000, [cartographer_node-3] num_multi_echo_laser_scans = 0.000000, [cartographer_node-3] num_point_clouds = 0.000000, [cartographer_node-3] num_subdivisions_per_laser_scan = 1.000000, [cartographer_node-3] odom_frame = "odom", [cartographer_node-3] pose_publish_period_sec = 0.005000, [cartographer_node-3] provide_odom_frame = false, [cartographer_node-3] publish_frame_projected_to_2d = false, [cartographer_node-3] published_frame = "laser", [cartographer_node-3] submap_publish_period_sec = 0.300000, [cartographer_node-3] tracking_frame = "laser", [cartographer_node-3] trajectory_builder = { [cartographer_node-3] collate_fixed_frame = true, [cartographer_node-3] collate_landmarks = false, [cartographer_node-3] trajectory_builder_2d = { [cartographer_node-3] adaptive_voxel_filter = { [cartographer_node-3] max_length = 0.500000, [cartographer_node-3] max_range = 50.000000, [cartographer_node-3] min_num_points = 200.000000, [cartographer_node-3] }, [cartographer_node-3] ceres_scan_matcher = { [cartographer_node-3] ceres_solver_options = { [cartographer_node-3] max_num_iterations = 20.000000, [cartographer_node-3] num_threads = 1.000000, [cartographer_node-3] use_nonmonotonic_steps = false, [cartographer_node-3] }, [cartographer_node-3] occupied_space_weight = 1.000000, [cartographer_node-3] rotation_weight = 40.000000, [cartographer_node-3] translation_weight = 10.000000, [cartographer_node-3] }, [cartographer_node-3] imu_gravity_time_constant = 10.000000, [cartographer_node-3] loop_closure_adaptive_voxel_filter = { [cartographer_node-3] max_length = 0.900000, [cartographer_node-3] max_range = 50.000000, [cartographer_node-3] min_num_points = 100.000000, [cartographer_node-3] }, [cartographer_node-3] max_range = 12.000000, [cartographer_node-3] max_z = 2.000000, [cartographer_node-3] min_range = 0.100000, [cartographer_node-3] min_z = -0.800000, [cartographer_node-3] missing_data_ray_length = 5.000000, [cartographer_node-3] motion_filter = { [cartographer_node-3] max_angle_radians = 0.017453, [cartographer_node-3] max_distance_meters = 0.200000, [cartographer_node-3] max_time_seconds = 5.000000, [cartographer_node-3] }, [cartographer_node-3] num_accumulated_range_data = 1.000000, [cartographer_node-3] pose_extrapolator = { [cartographer_node-3] constant_velocity = { [cartographer_node-3] imu_gravity_time_constant = 10.000000, [cartographer_node-3] pose_queue_duration = 0.001000, [cartographer_node-3] }, [cartographer_node-3] imu_based = { [cartographer_node-3] gravity_constant = 9.806000, [cartographer_node-3] imu_acceleration_weight = 1.000000, [cartographer_node-3] imu_rotation_weight = 1.000000, [cartographer_node-3] odometry_rotation_weight = 1.000000, [cartographer_node-3] odometry_translation_weight = 1.000000, [cartographer_node-3] pose_queue_duration = 5.000000, [cartographer_node-3] pose_rotation_weight = 1.000000, [cartographer_node-3] pose_translation_weight = 1.000000, [cartographer_node-3] solver_options = { [cartographer_node-3] max_num_iterations = 10.000000, [cartographer_node-3] num_threads = 1.000000, [cartographer_node-3] use_nonmonotonic_steps = false, [cartographer_node-3] }, [cartographer_node-3] }, [cartographer_node-3] use_imu_based = false, [cartographer_node-3] }, [cartographer_node-3] real_time_correlative_scan_matcher = { [cartographer_node-3] angular_search_window = 0.349066, [cartographer_node-3] linear_search_window = 0.100000, [cartographer_node-3] rotation_delta_cost_weight = 0.100000, [cartographer_node-3] translation_delta_cost_weight = 10.000000, [cartographer_node-3] }, [cartographer_node-3] submaps = { [cartographer_node-3] grid_options_2d = { [cartographer_node-3] grid_type = "PROBABILITY_GRID", [cartographer_node-3] resolution = 0.050000, [cartographer_node-3] }, [cartographer_node-3] num_range_data = 35.000000, [cartographer_node-3] range_data_inserter = { [cartographer_node-3] probability_grid_range_data_inserter = { [cartographer_node-3] hit_probability = 0.550000, [cartographer_node-3] insert_free_space = true, [cartographer_node-3] miss_probability = 0.490000, [cartographer_node-3] }, [cartographer_node-3] range_data_inserter_type = "PROBABILITY_GRID_INSERTER_2D", [cartographer_node-3] tsdf_range_data_inserter = { [cartographer_node-3] maximum_weight = 10.000000, [cartographer_node-3] normal_estimation_options = { [cartographer_node-3] num_normal_samples = 4.000000, [cartographer_node-3] sample_radius = 0.500000, [cartographer_node-3] }, [cartographer_node-3] project_sdf_distance_to_scan_normal = true, [cartographer_node-3] truncation_distance = 0.300000, [cartographer_node-3] update_free_space = false, [cartographer_node-3] update_weight_angle_scan_normal_to_ray_kernel_bandwidth = 0.500000, [cartographer_node-3] update_weight_distance_cell_to_hit_kernel_bandwidth = 0.500000, [cartographer_node-3] update_weight_range_exponent = 0.000000, [cartographer_node-3] }, [cartographer_node-3] }, [cartographer_node-3] }, [cartographer_node-3] use_imu_data = false, [cartographer_node-3] use_online_correlative_scan_matching = true, [cartographer_node-3] voxel_filter_size = 0.025000, [cartographer_node-3] }, [cartographer_node-3] trajectory_builder_3d = { [cartographer_node-3] ceres_scan_matcher = { [cartographer_node-3] ceres_solver_options = { [cartographer_node-3] max_num_iterations = 12.000000, [cartographer_node-3] num_threads = 1.000000, [cartographer_node-3] use_nonmonotonic_steps = false, [cartographer_node-3] }, [cartographer_node-3] intensity_cost_function_options_0 = { [cartographer_node-3] huber_scale = 0.300000, [cartographer_node-3] intensity_threshold = 40.000000, [cartographer_node-3] weight = 0.500000, [cartographer_node-3] }, [cartographer_node-3] occupied_space_weight_0 = 1.000000, [cartographer_node-3] occupied_space_weight_1 = 6.000000, [cartographer_node-3] only_optimize_yaw = false, [cartographer_node-3] rotation_weight = 400.000000, [cartographer_node-3] translation_weight = 5.000000, [cartographer_node-3] }, [cartographer_node-3] high_resolution_adaptive_voxel_filter = { [cartographer_node-3] max_length = 2.000000, [cartographer_node-3] max_range = 15.000000, [cartographer_node-3] min_num_points = 150.000000, [cartographer_node-3] }, [cartographer_node-3] imu_gravity_time_constant = 10.000000, [cartographer_node-3] low_resolution_adaptive_voxel_filter = { [cartographer_node-3] max_length = 4.000000, [cartographer_node-3] max_range = 60.000000, [cartographer_node-3] min_num_points = 200.000000, [cartographer_node-3] }, [cartographer_node-3] max_range = 60.000000, [cartographer_node-3] min_range = 1.000000, [cartographer_node-3] motion_filter = { [cartographer_node-3] max_angle_radians = 0.004000, [cartographer_node-3] max_distance_meters = 0.100000, [cartographer_node-3] max_time_seconds = 0.500000, [cartographer_node-3] }, [cartographer_node-3] num_accumulated_range_data = 1.000000, [cartographer_node-3] pose_extrapolator = { [cartographer_node-3] constant_velocity = { [cartographer_node-3] imu_gravity_time_constant = 10.000000, [cartographer_node-3] pose_queue_duration = 0.001000, [cartographer_node-3] }, [cartographer_node-3] imu_based = { [cartographer_node-3] gravity_constant = 9.806000, [cartographer_node-3] imu_acceleration_weight = 1.000000, [cartographer_node-3] imu_rotation_weight = 1.000000, [cartographer_node-3] odometry_rotation_weight = 1.000000, [cartographer_node-3] odometry_translation_weight = 1.000000, [cartographer_node-3] pose_queue_duration = 5.000000, [cartographer_node-3] pose_rotation_weight = 1.000000, [cartographer_node-3] pose_translation_weight = 1.000000, [cartographer_node-3] solver_options = { [cartographer_node-3] max_num_iterations = 10.000000, [cartographer_node-3] num_threads = 1.000000, [cartographer_node-3] use_nonmonotonic_steps = false, [cartographer_node-3] }, [cartographer_node-3] }, [cartographer_node-3] use_imu_based = false, [cartographer_node-3] }, [cartographer_node-3] real_time_correlative_scan_matcher = { [cartographer_node-3] angular_search_window = 0.017453, [cartographer_node-3] linear_search_window = 0.150000, [cartographer_node-3] rotation_delta_cost_weight = 0.100000, [cartographer_node-3] translation_delta_cost_weight = 0.100000, [cartographer_node-3] }, [cartographer_node-3] rotational_histogram_size = 120.000000, [cartographer_node-3] submaps = { [cartographer_node-3] high_resolution = 0.100000, [cartographer_node-3] high_resolution_max_range = 20.000000, [cartographer_node-3] low_resolution = 0.450000, [cartographer_node-3] num_range_data = 160.000000, [cartographer_node-3] range_data_inserter = { [cartographer_node-3] hit_probability = 0.550000, [cartographer_node-3] intensity_threshold = 40.000000, [cartographer_node-3] miss_probability = 0.490000, [cartographer_node-3] num_free_space_voxels = 2.000000, [cartographer_node-3] }, [cartographer_node-3] }, [cartographer_node-3] use_intensities = false, [cartographer_node-3] use_online_correlative_scan_matching = false, [cartographer_node-3] voxel_filter_size = 0.150000, [cartographer_node-3] }, [cartographer_node-3] }, [cartographer_node-3] trajectory_publish_period_sec = 0.030000, [cartographer_node-3] use_landmarks = false, [cartographer_node-3] use_nav_sat = false, [cartographer_node-3] use_odometry = false, [cartographer_node-3] use_pose_extrapolator = false, [cartographer_node-3] } [cartographer_node-3] *** Check failure stack trace: *** [cartographer_node-3] @ 0x77439608db03 google::LogMessage::Fail() [cartographer_node-3] @ 0x7743960959d1 google::LogMessage::SendToLog() [cartographer_node-3] @ 0x77439608d7c2 google::LogMessage::Flush() [cartographer_node-3] @ 0x77439608f78f google::LogMessageFatal::~LogMessageFatal() [cartographer_node-3] @ 0x58318646ace7 (unknown) [cartographer_node-3] @ 0x58318646ad66 (unknown) [cartographer_node-3] @ 0x58318646aff3 (unknown) [cartographer_node-3] @ 0x5831864511d4 (unknown) [cartographer_node-3] @ 0x5831863b77b3 (unknown) [cartographer_node-3] @ 0x774395029d90 (unknown) [cartographer_node-3] @ 0x774395029e40 __libc_start_main [cartographer_node-3] @ 0x5831863bad35 (unknown) [ERROR] [cartographer_node-3]: process has died [pid 15431, exit code -6, cmd '/opt/ros/humble/lib/cartographer_ros/cartographer_node -configuration_directory /home/michael/ros2_ws/install/ldlidar-ros2/share/ldlidar-ros2/configuration_files -configuration_basename mylaser.lua --ros-args --params-file /tmp/launch_params_0_aev13x -r scan:=scan'].
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