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Autonomous drone simulation with LQR controller, trajectory planning, obstacle avoidance features in ROS2 and Python

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ROS2 Autonomous UAV Simulation

Citation

If you are using this work in your research, you can cite this paper:

Title: ROS2-Based Simulation Framework for Cyberphysical Security Analysis of UAVs

Link: https://arxiv.org/pdf/2410.03971

Citation:

Patil, U., Gunasekaran, A., Bobba, R., & Abbas, H. (2024). ROS2-Based Simulation Framework for Cyberphysical Security Analysis of UAVs. arXiv preprint arXiv:2410.03971.

Prerequisites

sudo apt-get install ros-humble-tf-transformations
pip install transform3d

Setup a ROS2 workspace

$ tree

ros2_ws
├── build
├── install
├── log
└── src

Remember to source the setup.bash file in the install folder or add it to your bashrc/zshrc file

echo "source /opt/ros/humble/setup.bash" >> ~/.bashrc

Clone the repository in the src folder

$ tree

ws_ros
├── build
├── install
├── log
└── src
    └── drone_simulation
        ├── drone_simulation
        └── README.md

Build the workspace

cd ros2_ws
colcon build
source install/setup.bash

Run the simulation

ros2 launch drone_simulation single_agent_launch.py

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Autonomous drone simulation with LQR controller, trajectory planning, obstacle avoidance features in ROS2 and Python

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