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Velodyne VLP-16 SLAM

asked 2015-12-09 08:55:50 -0600

BrunaGarcia gravatar image

Hello, I'm a new user of ROS, Velodyne, etc. and I would like to know if there is a package/executable to apply SLAM to .pcap data acquired by Velodyne VLP-16 and then generate a point cloud? Is there someone here using this scanner to tell me what to do, where to search, etc.? Have someone implemented a code to apply SLAM to our .pcap data?

Thanks in advance,


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You could take a horizontal slice out of the data and format like a planar laser scan message and use the slam packages meant for those kinds of lidars. Another option is to get the data into the right format to put into a RGBD slam package (kinfu?)- not sure if those would like 360 degree data.

lucasw gravatar image lucasw  ( 2015-12-10 13:12:12 -0600 )edit

Hello, I'm a new user of the velodyne VLP16, and I search the same application. Are you find more information about the 3d reconstruction from pcap file?

Thank you for sharing any relevant information Pascal

Pascal_R gravatar image Pascal_R  ( 2016-01-28 12:48:30 -0600 )edit

Bruna, have you found a solution?

chukcha2 gravatar image chukcha2  ( 2016-03-02 15:53:32 -0600 )edit

No, never found an answer.

BrunaGarcia gravatar image BrunaGarcia  ( 2016-03-07 04:32:00 -0600 )edit

how is this going? I have the same problem. 1.-Start a vlp16 with ROS 2.-Configure GPS and Velodyne 3.-Construct a 3D map

Kailegh gravatar image Kailegh  ( 2016-04-15 10:26:18 -0600 )edit

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answered 2016-01-29 10:06:27 -0600

joq gravatar image

updated 2016-01-29 10:10:38 -0600

I have only limited experience with doing SLAM using a Velodyne (or other point cloud sensor), but I have some observations and suggestions that may help:

  • The PCAP data will probably not be sufficient for good SLAM performance. You want to at least save Odomentry data, along with the sensor output.

The easiest way to do that is with rosbag record. Save the raw /velodyne_packets topic published by the velodyne_driver, along with the robot's odomentry (usually published in the /odom topic), the robot's coordinate transforms in /tf, and perhaps some IMU data.

  • You need to massage the data into the format accepted by your chosen SLAM implementation.

The familiar ROS gmapping package requires your point cloud to be converted into a 2D laser scan message. That's not as silly as it may sound, if you are making a 2D map anyway. The ROS point cloud to laser scan package will handle that conversion for you, squashing points from a selected 3D region into a 2D sensor_msgs/LaserScan.

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I have several questions, the velodyne laser driver publish pointcloud2 data? I am going to have an IMU, but I do not know where to obtain de odometry data from I need a 3D map, by using gmap and making a 2D map will I be able to build a 3D map later?

Kailegh gravatar image Kailegh  ( 2016-04-15 10:32:44 -0600 )edit

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Asked: 2015-12-09 08:55:50 -0600

Seen: 3,891 times

Last updated: Jan 29 '16