Configuration¶
cartographer.common.proto.CeresSolverOptions¶
- bool use_nonmonotonic_steps
- Configure the Ceres solver. See the Ceres documentation for more information: https://code.google.com/p/ceres-solver/
- int32 max_num_iterations
- Not yet documented.
- int32 num_threads
- Not yet documented.
cartographer.mapping.pose_graph.proto.ConstraintBuilderOptions¶
- double sampling_ratio
- A constraint will be added if the proportion of added constraints to potential constraints drops below this number.
- double max_constraint_distance
- Threshold for poses to be considered near a submap.
- double min_score
- Threshold for the scan match score below which a match is not considered. Low scores indicate that the scan and map do not look similar.
- double global_localization_min_score
- Threshold below which global localizations are not trusted.
- double loop_closure_translation_weight
- Weight used in the optimization problem for the translational component of loop closure constraints.
- double loop_closure_rotation_weight
- Weight used in the optimization problem for the rotational component of loop closure constraints.
- bool log_matches
- If enabled, logs information of loop-closing constraints for debugging.
- cartographer.mapping_2d.scan_matching.proto.FastCorrelativeScanMatcherOptions fast_correlative_scan_matcher_options
- Options for the internally used scan matchers.
- cartographer.mapping_2d.scan_matching.proto.CeresScanMatcherOptions ceres_scan_matcher_options
- Not yet documented.
- cartographer.mapping_3d.scan_matching.proto.FastCorrelativeScanMatcherOptions fast_correlative_scan_matcher_options_3d
- Not yet documented.
- cartographer.mapping_3d.scan_matching.proto.CeresScanMatcherOptions ceres_scan_matcher_options_3d
- Not yet documented.
cartographer.mapping.pose_graph.proto.OptimizationProblemOptions¶
- double huber_scale
- Scaling parameter for Huber loss function.
- double acceleration_weight
- Scaling parameter for the IMU acceleration term.
- double rotation_weight
- Scaling parameter for the IMU rotation term.
- double local_slam_pose_translation_weight
- Scaling parameter for translation between consecutive nodes based on the local SLAM pose.
- double local_slam_pose_rotation_weight
- Scaling parameter for rotation between consecutive nodes based on the local SLAM pose.
- double odometry_translation_weight
- Scaling parameter for translation between consecutive nodes based on the odometry.
- double odometry_rotation_weight
- Scaling parameter for rotation between consecutive nodes based on the odometry.
- double fixed_frame_pose_translation_weight
- Scaling parameter for the FixedFramePose translation.
- double fixed_frame_pose_rotation_weight
- Scaling parameter for the FixedFramePose rotation.
- bool log_solver_summary
- If true, the Ceres solver summary will be logged for every optimization.
- cartographer.common.proto.CeresSolverOptions ceres_solver_options
- Not yet documented.
cartographer.mapping.proto.MapBuilderOptions¶
- bool use_trajectory_builder_2d
- Not yet documented.
- bool use_trajectory_builder_3d
- Not yet documented.
- int32 num_background_threads
- Number of threads to use for background computations.
- cartographer.mapping.proto.PoseGraphOptions pose_graph_options
- Not yet documented.
cartographer.mapping.proto.MotionFilterOptions¶
- double max_time_seconds
- Threshold above which range data is inserted based on time.
- double max_distance_meters
- Threshold above which range data is inserted based on linear motion.
- double max_angle_radians
- Threshold above which range data is inserted based on rotational motion.
cartographer.mapping.proto.PoseGraphOptions¶
- int32 optimize_every_n_nodes
- Online loop closure: If positive, will run the loop closure while the map is built.
- cartographer.mapping.pose_graph.proto.ConstraintBuilderOptions constraint_builder_options
- Options for the constraint builder.
- double matcher_translation_weight
- Weight used in the optimization problem for the translational component of non-loop-closure scan matcher constraints.
- double matcher_rotation_weight
- Weight used in the optimization problem for the rotational component of non-loop-closure scan matcher constraints.
- cartographer.mapping.pose_graph.proto.OptimizationProblemOptions optimization_problem_options
- Options for the optimization problem.
- int32 max_num_final_iterations
- Number of iterations to use in ‘optimization_problem_options’ for the final optimization.
- double global_sampling_ratio
- Rate at which we sample a single trajectory’s nodes for global localization.
- bool log_residual_histograms
- Whether to output histograms for the pose residuals.
- double global_constraint_search_after_n_seconds
- If for the duration specified by this option no global contraint has been added between two trajectories, loop closure searches will be performed globally rather than in a smaller search window.
cartographer.mapping.proto.TrajectoryBuilderOptions¶
- cartographer.mapping_2d.proto.LocalTrajectoryBuilderOptions trajectory_builder_2d_options
- Not yet documented.
- cartographer.mapping_3d.proto.LocalTrajectoryBuilderOptions trajectory_builder_3d_options
- Not yet documented.
- bool pure_localization
- Not yet documented.
cartographer.mapping_2d.proto.LocalTrajectoryBuilderOptions¶
- float min_range
- Rangefinder points outside these ranges will be dropped.
- float max_range
- Not yet documented.
- float min_z
- Not yet documented.
- float max_z
- Not yet documented.
- float missing_data_ray_length
- Points beyond ‘max_range’ will be inserted with this length as empty space.
- int32 num_accumulated_range_data
- Number of range data to accumulate into one unwarped, combined range data to use for scan matching.
- float voxel_filter_size
- Voxel filter that gets applied to the range data immediately after cropping.
- cartographer.sensor.proto.AdaptiveVoxelFilterOptions adaptive_voxel_filter_options
- Voxel filter used to compute a sparser point cloud for matching.
- cartographer.sensor.proto.AdaptiveVoxelFilterOptions loop_closure_adaptive_voxel_filter_options
- Voxel filter used to compute a sparser point cloud for finding loop closures.
- bool use_online_correlative_scan_matching
- Whether to solve the online scan matching first using the correlative scan matcher to generate a good starting point for Ceres.
- cartographer.mapping_2d.scan_matching.proto.RealTimeCorrelativeScanMatcherOptions real_time_correlative_scan_matcher_options
- Not yet documented.
- cartographer.mapping_2d.scan_matching.proto.CeresScanMatcherOptions ceres_scan_matcher_options
- Not yet documented.
- cartographer.mapping.proto.MotionFilterOptions motion_filter_options
- Not yet documented.
- double imu_gravity_time_constant
- Time constant in seconds for the orientation moving average based on observed gravity via the IMU. It should be chosen so that the error 1. from acceleration measurements not due to gravity (which gets worse when the constant is reduced) and 2. from integration of angular velocities (which gets worse when the constant is increased) is balanced.
- cartographer.mapping_2d.proto.SubmapsOptions submaps_options
- Not yet documented.
- bool use_imu_data
- True if IMU data should be expected and used.
cartographer.mapping_2d.proto.RangeDataInserterOptions¶
- double hit_probability
- Probability change for a hit (this will be converted to odds and therefore must be greater than 0.5).
- double miss_probability
- Probability change for a miss (this will be converted to odds and therefore must be less than 0.5).
- bool insert_free_space
- If ‘false’, free space will not change the probabilities in the occupancy grid.
cartographer.mapping_2d.proto.SubmapsOptions¶
- double resolution
- Resolution of the map in meters.
- int32 num_range_data
- Number of range data before adding a new submap. Each submap will get twice the number of range data inserted: First for initialization without being matched against, then while being matched.
- cartographer.mapping_2d.proto.RangeDataInserterOptions range_data_inserter_options
- Not yet documented.
cartographer.mapping_2d.scan_matching.proto.CeresScanMatcherOptions¶
- double occupied_space_weight
- Scaling parameters for each cost functor.
- double translation_weight
- Not yet documented.
- double rotation_weight
- Not yet documented.
- cartographer.common.proto.CeresSolverOptions ceres_solver_options
- Configure the Ceres solver. See the Ceres documentation for more information: https://code.google.com/p/ceres-solver/
cartographer.mapping_2d.scan_matching.proto.FastCorrelativeScanMatcherOptions¶
- double linear_search_window
- Minimum linear search window in which the best possible scan alignment will be found.
- double angular_search_window
- Minimum angular search window in which the best possible scan alignment will be found.
- int32 branch_and_bound_depth
- Number of precomputed grids to use.
cartographer.mapping_2d.scan_matching.proto.RealTimeCorrelativeScanMatcherOptions¶
- double linear_search_window
- Minimum linear search window in which the best possible scan alignment will be found.
- double angular_search_window
- Minimum angular search window in which the best possible scan alignment will be found.
- double translation_delta_cost_weight
- Weights applied to each part of the score.
- double rotation_delta_cost_weight
- Not yet documented.
cartographer.mapping_3d.proto.LocalTrajectoryBuilderOptions¶
- float min_range
- Rangefinder points outside these ranges will be dropped.
- float max_range
- Not yet documented.
- int32 num_accumulated_range_data
- Number of range data to accumulate into one unwarped, combined range data to use for scan matching.
- float voxel_filter_size
- Voxel filter that gets applied to the range data immediately after cropping.
- cartographer.sensor.proto.AdaptiveVoxelFilterOptions high_resolution_adaptive_voxel_filter_options
- Voxel filter used to compute a sparser point cloud for matching.
- cartographer.sensor.proto.AdaptiveVoxelFilterOptions low_resolution_adaptive_voxel_filter_options
- Not yet documented.
- bool use_online_correlative_scan_matching
- Whether to solve the online scan matching first using the correlative scan matcher to generate a good starting point for Ceres.
- cartographer.mapping_2d.scan_matching.proto.RealTimeCorrelativeScanMatcherOptions real_time_correlative_scan_matcher_options
- Not yet documented.
- cartographer.mapping_3d.scan_matching.proto.CeresScanMatcherOptions ceres_scan_matcher_options
- Not yet documented.
- cartographer.mapping.proto.MotionFilterOptions motion_filter_options
- Not yet documented.
- double imu_gravity_time_constant
- Time constant in seconds for the orientation moving average based on observed gravity via the IMU. It should be chosen so that the error 1. from acceleration measurements not due to gravity (which gets worse when the constant is reduced) and 2. from integration of angular velocities (which gets worse when the constant is increased) is balanced.
- int32 rotational_histogram_size
- Number of histogram buckets for the rotational scan matcher.
- cartographer.mapping_3d.proto.SubmapsOptions submaps_options
- Not yet documented.
cartographer.mapping_3d.proto.RangeDataInserterOptions¶
- double hit_probability
- Probability change for a hit (this will be converted to odds and therefore must be greater than 0.5).
- double miss_probability
- Probability change for a miss (this will be converted to odds and therefore must be less than 0.5).
- int32 num_free_space_voxels
- Up to how many free space voxels are updated for scan matching. 0 disables free space.
cartographer.mapping_3d.proto.SubmapsOptions¶
- double high_resolution
- Resolution of the ‘high_resolution’ map in meters used for local SLAM and loop closure.
- double high_resolution_max_range
- Maximum range to filter the point cloud to before insertion into the ‘high_resolution’ map.
- double low_resolution
- Resolution of the ‘low_resolution’ version of the map in meters used for local SLAM only.
- int32 num_range_data
- Number of range data before adding a new submap. Each submap will get twice the number of range data inserted: First for initialization without being matched against, then while being matched.
- cartographer.mapping_3d.proto.RangeDataInserterOptions range_data_inserter_options
- Not yet documented.
cartographer.mapping_3d.scan_matching.proto.CeresScanMatcherOptions¶
- double occupied_space_weight
- Scaling parameters for each cost functor.
- double translation_weight
- Not yet documented.
- double rotation_weight
- Not yet documented.
- bool only_optimize_yaw
- Whether only to allow changes to yaw, keeping roll/pitch constant.
- cartographer.common.proto.CeresSolverOptions ceres_solver_options
- Configure the Ceres solver. See the Ceres documentation for more information: https://code.google.com/p/ceres-solver/
cartographer.mapping_3d.scan_matching.proto.FastCorrelativeScanMatcherOptions¶
- int32 branch_and_bound_depth
- Number of precomputed grids to use.
- int32 full_resolution_depth
- Number of full resolution grids to use, additional grids will reduce the resolution by half each.
- double min_rotational_score
- Minimum score for the rotational scan matcher.
- double min_low_resolution_score
- Threshold for the score of the low resolution grid below which a match is not considered. Only used for 3D.
- double linear_xy_search_window
- Linear search window in the plane orthogonal to gravity in which the best possible scan alignment will be found.
- double linear_z_search_window
- Linear search window in the gravity direction in which the best possible scan alignment will be found.
- double angular_search_window
- Minimum angular search window in which the best possible scan alignment will be found.
cartographer.sensor.proto.AdaptiveVoxelFilterOptions¶
- float max_length
- ‘max_length’ of a voxel edge.
- float min_num_points
- If there are more points and not at least ‘min_num_points’ remain, the voxel length is reduced trying to get this minimum number of points.
- float max_range
- Points further away from the origin are removed.