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Basics of Mobile Robotics Final Project

Implementation of global and local navigation on a Thymio.

Basics of Mobile Robotics (MICRO-452) project at EPFL using the Thymio robot.

Read the report on nbviewer

Features

  • Robust map creation and feature localisation using ArUco markers
  • Global path computation with A* algorithm on grided map
  • Path simplification
  • Automatic port detection and connection to the Thymio
  • Path following and dynamic regulation
  • Thymio and objective kidnapping detection
  • Map recomputation in case of kidnapping situations
  • Kalman filter for navigation without measurements from the camera
  • Local avoidance using potential field

Requirements

Python 3.x

External libraries

  • serial
  • numpy
  • matplotlib
  • rdp
  • opencv-contrib-python
  • Thymio

Hardware

Peripheral Model
Robot Thymio robot
Camera Logitech Brio

Demonstrations

Full demo

demo.mp4

Local avoidance

local_avoidance.mp4

Transition between global and local navigation

global_local.mp4

Kidnapping situations

global_path_kidnapping.mp4

Obstructed camera

obstructed_camera.mp4

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