cartographer源码分析(18)-sensor-compressed_point_cloud

本文深入探讨了Cartographer源码中针对压缩点云传感器的数据处理,内容来源于github上的开源项目,同时也可在多个平台阅读到相关系列文章。

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


文件:sensor/compressed_point_cloud.h



#ifndef CARTOGRAPHER_SENSOR_COMPRESSED_POINT_CLOUD_H_
#define CARTOGRAPHER_SENSOR_COMPRESSED_POINT_CLOUD_H_

#include <iterator>
#include <vector>

#include "Eigen/Core"
#include "cartographer/common/port.h"
#include "cartographer/sensor/point_cloud.h"
#include "cartographer/sensor/proto/sensor.pb.h"

namespace cartographer {
namespace sensor {

/*
CompressedPointCloud是点云压缩类,
目的:压缩ponits以减少存储空间,压缩后有精度损失。
方法:按照block分组。

只有一个私有的
*/
// A compressed representation of a point cloud consisting of a collection of
// points (Vector3f).
// Internally, points are grouped by blocks. Each block encodes a bit of meta
// data (number of points in block, coordinates of the block) and encodes each
// point with a fixed bit rate in relation to the block.
class CompressedPointCloud {
 public:
  class ConstIterator; //前置声明

  CompressedPointCloud() : num_points_(0) {}
  explicit CompressedPointCloud(const PointCloud& point_cloud);

  // Returns decompressed point cloud.
  PointCloud Decompress() const;

  bool empty() const;                   // num_points_==0
  size_t size() const;                  // num_points_
  ConstIterator begin() const;
  ConstIterator end() const;

  proto::CompressedPointCloud ToProto() const;

 private:
  CompressedPointCloud(const std::vector<int32>& point_data, size_t num_points);

  std::vector<int32> point_data_;
  size_t num_points_;
};

/*前行迭代器*/
// Forward iterator for compressed point clouds.
class CompressedPointCloud::ConstIterator
    : public std::iterator<std::forward_iterator_tag, Eigen::Vector3f> {
 public:
  // Creates begin iterator.
  explicit ConstIterator(const CompressedPointCloud* compressed_point_cloud);

  // Creates end iterator.
  static ConstIterator EndIterator(
      const CompressedPointCloud* compressed_point_cloud);

  Eigen::Vector3f operator*() const;
  ConstIterator& operator++();
  bool operator!=(const ConstIterator& it) const;

 private:
  // Reads next point from buffer. Also handles reading the meta data of the
  // next block, if the current block is depleted.
  void ReadNextPoint();

  const CompressedPointCloud* compressed_point_cloud_;
  size_t remaining_points_;
  int32 remaining_points_in_current_block_;
  Eigen::Vector3f current_point_;
  Eigen::Vector3i current_block_coordinates_;
  std::vector<int32>::const_iterator input_;
};

}  
[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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