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Aggressive trajectory tracking using mavros for PX4 enabled vehicles

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mavros_controllers

Build Test DOI

Controllers for controlling MAVs using the mavros package in OFFBOARD mode.

Overview

The repository contains controllers for controlling MAVs using the mavros package. The following packages are included in the repo

  • geometric_controller: Trajectory tracking controller based on geometric control
  • controller_msgs: custom message definitions
  • trajectory_publisher: Node publishing setpoints as states from motion primitives / trajectories for the controller to follow.

Multiple drone

Hovering drone

Circular trajectory tracking

Getting Started

Install PX4 SITL(Only to Simulate)

Follow the instructions as shown in the ROS with Gazebo Simulation PX4 Documentation To check if the necessary environment is setup correctly, you can run the gazebo SITL using the following command

cd <Firmware_directory>
DONT_RUN=1 make px4_sitl_default gazebo

To source the PX4 environment, run the following commands

cd <Firmware_directory>
source ~/catkin_ws/devel/setup.bash    # (optional)
source Tools/setup_gazebo.bash $(pwd) $(pwd)/build/px4_sitl_default
export ROS_PACKAGE_PATH=$ROS_PACKAGE_PATH:$(pwd)
export ROS_PACKAGE_PATH=$ROS_PACKAGE_PATH:$(pwd)/Tools/sitl_gazebo

You can run the rest of the roslaunch files in the same terminal

 roslaunch px4 posix_sitl.launch

You will need to source the PX4 environment in every new terminal you open to launch mavros_controllers.

Installing mavros_controllers

Create a catkin workspace:

This folder will probably be already created since the previous process would have created it. If it is not present, do:

mkdir -p ~/catkin_ws/src
cd ~/catkin_ws
catkin init
catkin config --merge-devel
cd ~/catkin_ws/src
wstool init
Clone this repository
cd ~/catkin_ws/src
git clone https://github.com/Jaeyoung-Lim/mavros_controllers

Now continue either with wstool to automatically download dependencies or download them manually.

With wstool

wstool automates the installation of dependencies and updates all packages. If you have no problem updating the packages required by mavros_controllers and/or any other packages, follow this procedure. If not, follow the next 'Manually Download dependencies and build' section.

cd ~/catkin_ws
wstool merge -t src src/mavros_controllers/dependencies.rosinstall
wstool update -t src -j4
rosdep install --from-paths src --ignore-src -y --rosdistro $ROS_DISTRO
catkin build
source ~/catkin_ws/devel/setup.bash
Manually Download dependencies and build

If you did not install with wstool, you need to manually download the dependencies:

Do:

cd ~/catkin_ws/src
git clone https://github.com/catkin/catkin_simple
git clone https://github.com/ethz-asl/eigen_catkin
git clone https://github.com/ethz-asl/mav_comm

Build all the packages:

cd ~/catkin_ws
catkin build
source ~/catkin_ws/devel/setup.bash

Running the code

Remember to source the workspace setup.bash before sourcing the PX4 environment.

cd <Firmware_directory>
source ~/catkin_ws/devel/setup.bash    # (necessary)
source Tools/setup_gazebo.bash $(pwd) $(pwd)/build/px4_sitl_default
export ROS_PACKAGE_PATH=$ROS_PACKAGE_PATH:$(pwd)
export ROS_PACKAGE_PATH=$ROS_PACKAGE_PATH:$(pwd)/Tools/sitl_gazebo

The following launch file enables the geometric controller to follow a circular trajectory

roslaunch geometric_controller sitl_trajectory_track_circle.launch

If the UAV does not takeoff, please open QGroundControl and enable virtual joystick as mentioned here

Nodes

mavros_controllers include the following packages.

geometric_controller

The geometric controller publishes and subscribes the following topics.

  • Parameters

    • /geometric_controller/mavname (default: "iris")
    • /geometric_controller/ctrl_mode (default: MODE_BODYRATE)
    • /geometric_controller/enable_sim (default: true)
    • /geometric_controller/enable_gazebo_state (default: false)
    • /geometric_controller/max_acc (default: 7.0)
    • /geometric_controller/yaw_heading (default: 0.0)
    • /geometric_controller/drag_dx (default: 0.0)
    • /geometric_controller/drag_dy (default: 0.0)
    • /geometric_controller/drag_dz (default: 0.0)
    • /geometric_controller/attctrl_constant (default: 0.2)
    • /geometric_controller/normalizedthrust_constant (default: 0.1)
  • Published Topics

  • Subscribed Topics

trajectory_publisher

Trajectory publisher publishes continous trajectories to the trajectory_controller.

  • Parameters

    • /trajectory_publisher/initpos_x (default: 0.0)
    • /trajectory_publisher/initpos_y (default: 0.0)
    • /trajectory_publisher/initpos_z (default: 1.0)
    • /trajectory_publisher/updaterate (default: 0.01)
    • /trajectory_publisher/horizon (default: 1.0)
    • /trajectory_publisher/maxjerk (default: 10.0)
    • /trajectory_publisher/trajectory_type (default: 0)
    • /trajectory_publisher/number_of_primitives (default: 7)
    • /trajectory_publisher/shape_radius (default: 1.0)
  • Published Topics

  • Subscribed Topics

Contact

Jaeyoung Lim jalim@ethz.ch

Citation

In case you use this work as an academic context, please cite as the following.

@misc{jaeyoung_lim_2019_2619313,
  author       = {Jaeyoung Lim},
  title        = {{mavros_controllers - Aggressive trajectory 
                   tracking using mavros for PX4 enabled vehicles}},
  month        = mar,
  year         = 2019,
  doi          = {10.5281/zenodo.2652888},
  url          = {https://doi.org/10.5281/zenodo.2652888}
}

References

[1] Lee, Taeyoung, Melvin Leoky, and N. Harris McClamroch. "Geometric tracking control of a quadrotor UAV on SE (3)." Decision and Control (CDC), 2010 49th IEEE Conference on. IEEE, 2010.

[2] Faessler, Matthias, Antonio Franchi, and Davide Scaramuzza. "Differential flatness of quadrotor dynamics subject to rotor drag for accurate tracking of high-speed trajectories." IEEE Robot. Autom. Lett 3.2 (2018): 620-626.

Build issues:

catkin_simple() or eigen_catkin() not found

This should not have happened if you clone the catkin_simple and eigen_catkin repositories. Try again:

cd ~/catkin_ws/src
git clone https://github.com/catkin/catkin_simple
git clone https://github.com/ethz-asl/eigen_catkin
cd ~/catkin_ws
catkin build mavros_controllers
source ~/catkin_ws/devel/setup.bash
iris.sdf model not found:

Try:

cd <Firmware_directory>
make px4_sitl_default sitl_gazebo

or refer to this issue the ROS with Gazebo Simulation PX4 Documentation.