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IMU-GNSS Fusion

IMU/GNSS EKF (ROS2)


Prerequisite

  • Eigen3:
    apt-get install libeigen3-dev
  • YAML-cpp:
    apt-get install libyaml-cpp-dev

Build and Run

  • Docker Container (If needed)
    To build a docker image (Ubuntu 20.04 + ROS2 galactic),
    $ docker-compose build  
    
    To run the container
    $ docker-compose up   
    
    $ xhost +local:docker
    $ ./bash.sh             
    
  • Build package:
    $ cd [ros2_ws]
    $ colcon build --symlink-install  
    
  • To run EKF node
    $ source /opt/ros/galactic/setup.bash  
    $ source [ros2_ws]/install/setup.bash
    $ ros2 run imu_gps_navigation ekf
    
    (EKF settings => src/imu_gps_navigation/config.yaml)

Example

  • rosbag example

    // Terminal 1 (run ekf)
    $ ros2 run imu_gps_navigation ekf
    
    // Terminal 2 (record topic)
    $ ros2 topic echo /nav_topic navigation_interfaces/msg/NavState --csv --qos-history keep_all --qos-reliability reliable > navtest_output.csv
    
    // Terminal 3 (play ros2 bag file)
    $ ros2 bag play [bag_file_name]  
    
  • C++ example

    $ cd src/imu_gps_navigation/example  
    $ ./test_ekf  
    $ python3 output_graph.py   
    

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