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Learning LOAM

by Romain Henry and Florent Willemin

How to get a LOAM full map?

The first solution we found out is just to comment out _laserCloudSurround->clear(); in LaserMapping.cpp. However, this trick will fill up the RAM since it just doesn't clear the data structures of the LOAM algorithm. For more details, please refer to our report TO52_2018_Henry_Willemin.pdf.

So what about using OctoMap?

loam_velodyne_octomap.launch

Our first experience with two HDL-32E LiDAR data:

loam_velodyne_two.launch

How to build and run the project with Qt

  • Select the branch that is interesting to you
  • !!! Don't install Qt !!!
  • Follow this tutorial first : https://ros-industrial.github.io/ros_qtc_plugin/_source/How-to-Install-Users.html
  • Open Qt, create new project by using "other project" and selecting "ros workspace" and your dedicated workspace
  • Manage your compilation and run tool chain (click on projects on the left)
  • In run, you may have one launch step with package loam_velodyne and [loam_velodyne.launch] {depend of your branch} as target.

ROS

See : http://wiki.ros.org/ROS/Concepts to get informations about it.

  • the loam_velodyne_xxx.launch will :
    • start the master (allow the nodes to find each other, exchange messages and use services)
    • start the nodes (processes) written in cpp (or py) and compiled using gcc + rviz (a nodes)
    • start the the LiDAR record (we used a ".bag")
    • start a node that will translate the content of the ".bag" in pointclouds

How to debug with Qt

To debug, only one object (one node) could be debug :

  • Don't forget to allow ptrace ! by following these instructions :
    • Open file: sudo gedit /etc/rc.local
    • Add this line before the exit 0 line: echo 0 | tee /proc/sys/kernel/yama/ptrace_scope
  • Insert your breakpoint
  • Menu Bar > Debug > Start Debugging > Attach to Unstarted Application...
  • Browse to the executable (devel/lib/loam_velodyne/multiScanRegistration) by exemple
  • select start watching
  • run your project (Ctrl + R)
  • depending on where the breakpoints it should be stop when it reaches one

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