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update README.md
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.gitignore
vendored
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.gitignore
vendored
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.vscode
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build
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devel
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data
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bag
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.catkin_workspace
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@ -56,7 +56,6 @@ message(status ${PCL_INCLUDE_DIRS})
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## The recommended prefix ensures that target names across packages don't collide
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add_executable(${PROJECT_NAME}_node src/lidar_undistortion_2d.cpp)
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## Specify libraries to link a library or executable target against
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target_link_libraries(${PROJECT_NAME}_node
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${catkin_LIBRARIES}
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README.md
20
README.md
@ -16,6 +16,26 @@ This ros package uses odom transform data to correct motion distortion of a 2D L
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in this picture, the yellow rectangle represents the pose of robot, the red poindcloud represents the origin lidar data, and the white pointcloud represents the lidar data after compensation.
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## Test with rosbag
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1. compile the project and `source devel/setup.sh`
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2.
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```
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roslaunch lidar_undistortion_2d test_lidar_undistortion_2d.launch enable_undistortion:=true
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```
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3. find `/bag/sensor_data.bag`
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```
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rosbag play --clock sensor_data.bag
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```
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4. result
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the gif showed below represents location with orign lidar data.
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the gif showed below represents location with undistortion lidar data.
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## Reference
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https://github.com/elewu/2d_lidar_undistortion/
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BIN
bag/sensor_data.bag
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bag/sensor_data.bag
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doc/lidar_orign.gif
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doc/lidar_orign.gif
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doc/lidar_undistortion.gif
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doc/lidar_undistortion.gif
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@ -1,13 +1,16 @@
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<launch>
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<param name="use_sim_time" value="true"/>
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<node name="lidar_undistortion_2d_node" pkg="lidar_undistortion_2d" type="lidar_undistortion_2d_node" output="log">
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<param name="lidar_sub_topic" value="/scan"/>
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<param name="lidar_pub_topic" value="/lidar_undistortion/scan"/>
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<node name="lidar_undistortion_2d_node" pkg="lidar_undistortion_2d" type="lidar_undistortion_2d_node">
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<param name="scan_sub_topic" value="/scan"/>
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<param name="scan_pub_topic" value="/scan_undistortion"/>
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<param name="enable_pub_pointcloud" value="true"/>
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<param name="pointcloud_pub_topic" value="/lidar_undistortion/pointcloud"/>
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<param name="pointcloud_pub_topic" value="/pointcloud_undistortion"/>
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<param name="lidar_frame" value="laser_link"/>
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<param name="odom_frame" value="odom"/>
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<param name="lidar_scan_time_gain" value="1.0"/>
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</node>
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<node pkg="rviz" type="rviz" name="rviz" args="-d $(find lidar_undistortion)/launch/racecar_full.rviz"/>
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</launch>
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84
launch/test_lidar_undistortion_2d.launch
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84
launch/test_lidar_undistortion_2d.launch
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<!-- 通过传感器采集到的rosbag数据,重新进行数据处理 -->
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<launch>
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<arg name="scan_orign_topic" default="/scan"/>
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<arg name="scan_topic" default="/scan_undistortion"/>
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<arg name="imu_topic" default="/imu_data"/>
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<arg name="map_topic" default="/map"/>
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<arg name="odom_topic" default="/odom"/>
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<arg name="odom_rf2o_topic" default="/odom_rf2o"/>
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<arg name="base_frame" default="base_footprint"/>
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<arg name="map_frame" default="map"/>
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<arg name="odom_frame" default="odom"/>
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<arg name="imu_frame" default="imu_link"/>
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<arg name="laser_frame" default="laser_link"/>
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<arg name="enable_undistortion" default="false"/>
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<param name="/use_sim_time" value="true"/>
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<node name="odom_ekf_relay" pkg="topic_tools" type="relay" unless="$(arg enable_undistortion)"
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args="$(arg scan_orign_topic) $(arg scan_topic)"/>
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<node name="lidar_undistortion_2d_node" pkg="lidar_undistortion_2d" type="lidar_undistortion_2d_node" if="$(arg enable_undistortion)" output="screen">
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<param name="scan_sub_topic" value="$(arg scan_orign_topic)"/>
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<param name="scan_pub_topic" value="$(arg scan_topic)"/>
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<param name="enable_pub_pointcloud" value="false"/>
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<param name="lidar_frame" value="$(arg laser_frame)"/>
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<param name="odom_frame" value="$(arg odom_frame)"/>
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<param name="lidar_scan_time_gain" value="1000.0"/>
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</node>
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<node pkg="amcl" type="amcl" name="amcl" output="screen">
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<remap from="map" to="$(arg map_topic)"/>
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<remap from="scan" to="$(arg scan_topic)"/>
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<param name="odom_frame_id" value="$(arg odom_frame)"/>
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<param name="base_frame_id" value="$(arg base_frame)"/>
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<param name="global_frame_id" value="$(arg map_frame)"/>
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<param name="tf_broadcast" value="true"/>
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<param name="use_map_topic" value="true"/>
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<param name="first_map_only" value="true"/>
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<param name="min_particles" value="500"/>
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<param name="max_particles" value="5000"/>
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<param name="kld_err" value="0.05"/>
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<param name="kld_z" value="0.99"/>
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<param name="update_min_d" value="0.0"/>
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<param name="update_min_a" value="0.1"/>
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<param name="resample_interval" value="2"/>
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<param name="transform_tolerance" value="0.2"/>
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<param name="recovery_alpha_slow" value="0.0"/>
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<param name="recovery_alpha_fast" value="0.1"/>
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<param name="initial_pose_x" value="8.01734161377"/>
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<param name="initial_pose_y" value="-14.7525091171"/>
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<param name="initial_pose_a" value="1.576264"/>
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<param name="initial_cov_xx" value="0.25"/>
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<param name="initial_cov_yy" value="0.25"/>
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<param name="initial_cov_aa" value="0.2"/>
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<param name="laser_min_range" value="-1.0"/>
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<param name="laser_max_range" value="-1.0"/>
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<param name="laser_max_beams" value="30"/>
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<param name="laser_z_hit" value="0.5"/>
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<param name="laser_z_short" value="0.05"/>
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<param name="laser_z_max" value="0.05"/>
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<param name="laser_z_rand" value="0.5"/>
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<param name="laser_sigma_hit" value="0.2"/>
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<param name="laser_lambda_short" value="0.1"/>
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<param name="laser_likelihood_max_dist" value="2.0"/>
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<param name="laser_model_type" value="likelihood_field"/>
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<param name="odom_model_type" value="diff-corrected"/>
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<param name="odom_alpha1" value="0.2"/>
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<param name="odom_alpha2" value="0.2"/>
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<param name="odom_alpha3" value="0.2"/>
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<param name="odom_alpha4" value="0.2"/>
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<param name="odom_alpha5" value="0.2"/>
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</node>
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<node pkg="rviz" type="rviz" name="rviz" args="-d $(find lidar_undistortion_2d)/launch/test_lidar_undistortion_2d.rviz"/>
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</launch>
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230
launch/test_lidar_undistortion_2d.rviz
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230
launch/test_lidar_undistortion_2d.rviz
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Panels:
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- Class: rviz/Displays
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Help Height: 78
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Name: Displays
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Property Tree Widget:
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Expanded:
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- /Global Options1
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Splitter Ratio: 0.602305472
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Tree Height: 775
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- Class: rviz/Selection
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Name: Selection
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- Class: rviz/Tool Properties
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Expanded:
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- /2D Pose Estimate1
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- /2D Nav Goal1
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- /Publish Point1
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Name: Tool Properties
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Splitter Ratio: 0.588679016
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- Class: rviz/Views
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Expanded:
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- /Current View1
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- /Current View1/Focal Point1
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Name: Views
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Splitter Ratio: 0.5
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- Class: rviz/Time
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Experimental: false
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Name: Time
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SyncMode: 0
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SyncSource: LaserScanCorrect
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Toolbars:
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toolButtonStyle: 2
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Visualization Manager:
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Class: ""
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Displays:
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- Alpha: 0.5
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Cell Size: 1
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Class: rviz/Grid
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Color: 160; 160; 164
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Enabled: false
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Line Style:
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Line Width: 0.0299999993
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Value: Lines
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Name: Grid
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Normal Cell Count: 0
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Offset:
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X: 0
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Y: 0
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Z: 0
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Plane: XY
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Plane Cell Count: 10
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Reference Frame: <Fixed Frame>
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Value: false
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- Class: rviz/TF
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Enabled: false
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Frame Timeout: 15
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Frames:
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All Enabled: false
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Marker Scale: 0.800000012
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Name: TF
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Show Arrows: false
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Show Axes: true
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Show Names: false
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Tree:
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{}
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Update Interval: 0
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Value: false
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- Alpha: 1
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Autocompute Intensity Bounds: true
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Autocompute Value Bounds:
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Max Value: 10
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Min Value: -10
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Value: true
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Axis: Z
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Channel Name: intensity
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Class: rviz/LaserScan
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Color: 255; 255; 255
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Color Transformer: FlatColor
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Decay Time: 0
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Enabled: true
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Invert Rainbow: false
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Max Color: 255; 255; 255
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Max Intensity: 726
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Min Color: 0; 0; 0
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Min Intensity: 2
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Name: LaserScanOrign
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Position Transformer: XYZ
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Queue Size: 10
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Selectable: true
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Size (Pixels): 3
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Size (m): 0.0500000007
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Style: Flat Squares
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Topic: /scan
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Unreliable: false
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Use Fixed Frame: true
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Use rainbow: true
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Value: true
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- Alpha: 1
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Autocompute Intensity Bounds: true
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Autocompute Value Bounds:
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Max Value: 10
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Min Value: -10
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Value: true
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Axis: Z
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Channel Name: intensity
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Class: rviz/LaserScan
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Color: 255; 255; 255
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Color Transformer: Intensity
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Decay Time: 0
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Enabled: true
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Invert Rainbow: false
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Max Color: 255; 255; 255
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Max Intensity: 402
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Min Color: 0; 0; 0
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Min Intensity: 2
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Name: LaserScanCorrect
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Position Transformer: XYZ
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Queue Size: 10
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Selectable: true
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Size (Pixels): 3
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Size (m): 0.0500000007
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Style: Flat Squares
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Topic: /scan_undistortion
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Unreliable: false
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Use Fixed Frame: true
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Use rainbow: true
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Value: true
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- Acceleration properties:
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Acc. vector alpha: 1
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Acc. vector color: 255; 0; 0
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Acc. vector scale: 1
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Derotate acceleration: true
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Enable acceleration: false
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Axes properties:
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Axes scale: 1
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Enable axes: true
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Box properties:
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Box alpha: 1
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Box color: 255; 0; 0
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Enable box: false
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x_scale: 1
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y_scale: 1
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z_scale: 1
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Class: rviz_imu_plugin/Imu
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Enabled: false
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Name: Imu
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Topic: /imu_data
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Unreliable: false
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Value: false
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fixed_frame_orientation: true
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- Alpha: 0.699999988
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Class: rviz/Map
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Color Scheme: map
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Draw Behind: false
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Enabled: true
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Name: Map
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Topic: /map
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Unreliable: false
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Use Timestamp: false
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Value: true
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- Alpha: 1
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Class: rviz/Polygon
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Color: 25; 255; 0
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Enabled: true
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Name: local_footprint
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Topic: /move_base/local_costmap/footprint
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Unreliable: false
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Value: true
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Enabled: true
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Global Options:
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Background Color: 48; 48; 48
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Default Light: true
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Fixed Frame: map
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Frame Rate: 30
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Name: root
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Tools:
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- Class: rviz/Interact
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Hide Inactive Objects: true
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- Class: rviz/MoveCamera
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- Class: rviz/Select
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- Class: rviz/FocusCamera
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- Class: rviz/Measure
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- Class: rviz/SetInitialPose
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Topic: /initialpose
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- Class: rviz/SetGoal
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Topic: /move_base_simple/goal
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- Class: rviz/PublishPoint
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Single click: true
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Topic: /clicked_point
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Value: true
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Views:
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Current:
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Class: rviz/Orbit
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Distance: 12.6959887
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Enable Stereo Rendering:
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Stereo Eye Separation: 0.0599999987
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Stereo Focal Distance: 1
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Swap Stereo Eyes: false
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Value: false
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Focal Point:
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X: 3.92016053
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Y: -7.73538065
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Z: 2.29020095
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Focal Shape Fixed Size: true
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Focal Shape Size: 0.0500000007
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Invert Z Axis: false
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Name: Current View
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Near Clip Distance: 0.00999999978
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Pitch: 1.4847964
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Target Frame: <Fixed Frame>
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Value: Orbit (rviz)
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Yaw: 6.24544525
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Saved: ~
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Window Geometry:
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Displays:
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collapsed: false
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Height: 1056
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Hide Left Dock: false
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Hide Right Dock: true
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QMainWindow State: 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Selection:
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collapsed: false
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Time:
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collapsed: false
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Tool Properties:
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collapsed: false
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Views:
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collapsed: true
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Width: 1920
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X: 0
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Y: 24
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@ -32,6 +32,7 @@ private:
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std::string odom_frame_;
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bool enable_pub_pointcloud_;
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double lidar_scan_time_gain_;
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public:
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@ -47,10 +48,11 @@ public:
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nh_param.param<std::string>("point_cloud_pub_topic", pointcloud_pub_topic_, "/lidar_undistortion/pointcloud");
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nh_param.param<std::string>("lidar_frame", lidar_frame_, "laser_link");
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nh_param.param<std::string>("odom_frame", odom_frame_, "oodm");
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nh_param.param<double>("lidar_scan_time_gain", lidar_scan_time_gain_, 1.0);
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scan_sub_ = nh_.subscribe(scan_sub_topic_, 10, &LidarMotionCalibrator::ScanCallBack, this);
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scan_pub_ = nh_.advertise<sensor_msgs::LaserScan>(scan_pub_topic_, 1);
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pointcloud_pub_ = nh_.advertise<sensor_msgs::PointCloud2>(pointcloud_pub_topic_, 1);
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if(enable_pub_pointcloud_) pointcloud_pub_ = nh_.advertise<sensor_msgs::PointCloud2>(pointcloud_pub_topic_, 1);
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}
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@ -68,7 +70,7 @@ public:
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// 得到最终点的时间
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int beamNum = scan_msg->ranges.size();
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endTime = startTime + ros::Duration(scan_msg->time_increment * beamNum); // 0.00024953688262
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endTime = startTime + ros::Duration(scan_msg->time_increment * lidar_scan_time_gain_ * beamNum);
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// 将数据复制出来
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std::vector<double> angles;
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