Related Experiment Video
Updated: Dec 25, 2025

The Modular Design and Production of an Intelligent Robot Based on a Closed-Loop Control Strategy
Published on: October 14, 2017
Recycling and Updating an Educational Robot Manipulator with Open-Hardware-Architecture
Antonio Concha Sánchez1, Juan Felipe Figueroa-Rodríguez1, Andrés Gerardo Fuentes-Covarrubias1
1Facultad de Ingeniería Mecánica y Eléctrica, Universidad de Colima, Coquimatlán Colima 28400, Mexico.
This study recycles and upgrades an educational robot manipulator with artificial vision and a low-cost control system. The enhanced robot can identify and collect objects while avoiding collisions, demonstrating a practical application of upgraded robotics.
Area of Science:
- Robotics
- Artificial Intelligence
- Mechatronics
Background:
- Educational robot manipulators often lack advanced sensing and control capabilities.
- Upgrading existing robotic systems can be a cost-effective approach to enhancing functionality.
Purpose of the Study:
- To present a methodology for recycling and upgrading a 4-DOF educational robot manipulator.
- To integrate artificial vision for object recognition and shape determination.
- To implement a low-cost, decentralized motion control scheme.
Main Methods:
- The robot was upgraded with an artificial vision system for object detection.
- A decentralized control scheme using Arduino Mega boards and proportional integral derivative (PID) controllers was implemented.
- MATLAB-Simulink and the Arduino IO Toolbox facilitated real-time control and a graphical user interface.
Main Results:
- The upgraded robot successfully obtained the position and shape of objects.
- The decentralized control system enabled precise motion control with an anti-windup PID controller and state observer.
- The robot demonstrated the ability to follow trajectories and collect objects while avoiding collisions.
Conclusions:
- The proposed methodology effectively recycles and upgrades educational robot manipulators.
- The integration of artificial vision and a low-cost control system enhances the robot's capabilities for object manipulation.
- The experimental results validate the controller's performance in trajectory following and collision avoidance.
More Related Videos
Related Concept Videos
Electro-mechanical Systems
A key component of the DC motor is the armature, a rotating circuit positioned within a magnetic field. As an electric current passes through the...
Mechanical Systems
Open and closed-loop control systems
An open-loop control system operates without feedback from the output. It consists of two primary elements: the controller and the controlled process. The controller receives an input signal...

