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Planning with Uncertainty

This project aims to plan a path for a duckiebot while taking into account various sources of uncertainty. Upon successful completion of the demo, you should expect a simulation implementing both collision-free path planning and velocity profiling algorithms, as in the figure below:

Pre-flight checklist

Those following prerequisites ensure that the simulation will run properly:

Check: Desktop-Full installation of ros-kinetic

Check: duckietown-world (and all its requirements)

Check: Ubuntu16.04 with python2.7

Check: Docker installation for docker instructions

Demo instructions

Docker instructions

First, pull the docker image:

$ docker pull aroumie1997/uplan:v1

Next, run:

$ docker run -it \
   --env="DISPLAY" \
   --env="QT_X11_NO_MITSHM=1" \
   --volume="/tmp/.X11-unix:/tmp/.X11-unix:rw" \
   aroumie1997/uplan:v1

Note: In order to see the rviz simulation, the host OS should have a desktop-full installation of ros with rviz. You may need to run the following line before running the container:

$ xhost +local:root

After running the container, do not forget to run the following, as this compromises access control to X server on your host:

$ xhost -local:root

ROS-only instructions

ASSUMPTION: YOU ARE ABLE TO IMPORT duckietown_world SUCCESSFULLY

Step 0: Make sure you sourced ros

$ source /opt/ros/kinetic/setup.bash       (Use setup.zsh If you are using zsh shell)

Step 1: Create a catkin workspace in your home directory

$ mkdir -p ~/catkin_ws/src
$ cd ~/catkin_ws/src

Step 2: Clone the following repo duckietown-uplan

$ git clone https://github.com/duckietown/duckietown-uplan

Step 3: Installation of dependencies (NOTE: make sure that pip installation belongs to python2.7)

$ cd duckietown-uplan/lib-uplan
$ pip install -r requirements.txt --user       (Might require --user)
$ sudo python setup.py develop --no-deps

Step 4: Go back to catkin_ws main directory and run catkin_make

$ cd ../../..
$ catkin_make

Ensure all three packages build correctly and custom messages are built, now two more steps left:

$ source devel/setup.bash               (Or zsh)
$ roslaunch uplan_visualization planningUncertainty.launch

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