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[update] OK, I intentionally shift (pcl_transform_point_cloud) the pcd map, then I launch autoware, and the rosbag replay didn't match the map. Seem a simple rosbag replay doesn't trigger any localization? |
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Hi,
So I have map with pcd and lanelet2 info correctly loaded in autoware, and I have a rosbag recording the ego vehicle's lidar data and odometry data, I can use
ros2 launch autoware_launch logging_simulator.launch.xml map_path:=$HOME/autoware_map/sample-map-rosbag vehicle_model:=sample_vehicle sensor_model:=sample_sensor_kit
andros2 bag play
to replay the bag and visualize the replay data in rivz as shown below.I want to know how to do analysis localization accuracy? In other words, is there a way to tell:
based on the lidar data, how close the NDT result can matches the odometry.position data ?
(the colored point cloud is the lidar data from the bag, while the red line is the odometry data)
![Screenshot from 2023-02-25 01-19-18](https://user-images.githubusercontent.com/11035640/221342693-7b72a474-e27e-4ba7-beee-9965d80e94b2.png)
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