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proof of concept of gtsam in ros2 for lidar slam pgo

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pgo

This is a proof of concept to use the output of FASTLIO2 with Ouster sensors for a loosely-coupled pgo backend with naive (ICP-based) loop closure detection.

Future improvements

  • other sensors
  • support for multiple loop closure detection strategies, e.g. ScanContext, STD, KissMatcher etc

Build

  • place this and juliangaal/nano_gicp into the same workspace
  • apt install libeigen3-dev libomp-dev
  • rosdep install --from-paths src --ignore-src -r -y
  • colcon build --cmake-args -DCMAKE_BUILD_TYPE=Release
  • ros2 run pgo pgo

See provided Dockerfile

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proof of concept of gtsam in ros2 for lidar slam pgo

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