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ilcb's Introduction

ILCB

Instantaneous Local Control Barrier Function for Collision Avoidance

Scientific thesis for the procurance of the degree B.Sc. from the Department of Electrical and Computer Engineering at the Technical University of Munich.

Supervised by Univ.-Prof. Dr.-Ing./Univ. Tokio habil. Martin Buss PD Dr.-Ing. Cong Li, PD Dr.-Ing. habil. Marion LeiboldChair of Automatic Control Engineering

Submitted by B.Sc. Xuhao Jin

Results Showcase

Case 1: IL-CBF in One Outdoor Scenario

IL-CBF_in_One_Outdoor_Scenario.mp4

Case 2: Comparative Simulation in One Indoor Scenario

Comparative_Simulation_in_One_Indoor_Scenario.mp4

Case 3: IL-CBF for Static small Obstacle

IL-CBF_static_small_demo.mp4

Case 4: IL-CBF for Dynamic Obstacle

IL-CBF_Dynamic_Obstacle.mp4

User Manual

Case 1: IL-CBF in One Outdoor Scenario

	roslaunch nexus_4wd_mecanum_gazebo  nexus_4wd_mecanum_world1.launch

	python3 pd_CBF_static.py

Case 2: Comparative Simulation in One Indoor Scenario

	roslaunch nexus_4wd_mecanum_gazebo nexus_4wd_mecanum_duibi.launch

	export TURTLEBOT3_MODEL=waffle_pi
	source ~/.bashrc

	roslaunch ros_autonomous_slam turtlebot3_world.launch

	roslaunch ros_autonomous_slam autonomous_explorer.launch

	roslaunch turtlebot3_teleop turtlebot3_teleop_key.launch

	roslaunch ros_autonomous_slam turtlebot3_navigation.launch

	python3 pd_CBF_static_duibi1.py

Case 3: IL-CBF for Static small Obstacle

	roslaunch nexus_4wd_mecanum_gazebo  nexus_4wd_mecanum_world.launch

	python3 pd_CBF_static_small_demo.py 

Case 4: IL-CBF for Dynamic Obstacle

	roslaunch nexus_4wd_mecanum_gazebo  nexus_4wd_mecanum_world.launch

	python3 pd_CBF_dynamic1.py
	python3 pd_CBF_static_dynamic_case.py

Citation

General Setup

Results has been tested with

  • Ubuntu 18.04/ROS Melodic

Install dependencies for reference;

master/requirements.txt

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