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Consensus-Based Formation Control with Time Synchronization for a Decentralized Group of Mobile Robots.
1Faculty of Mechatronics, Armament and Aerospace, Military University of Technology, Kaliskiego 2 Street, 00-908 Warsaw, Poland.
Sensors (Basel, Switzerland)
|June 27, 2024
Summary
This study introduces a novel two-layer control system for decentralized mobile robot groups, enhancing formation accuracy through dynamic time synchronization. The synchronized control method improves robot coordination for tasks like logistics.
Area of Science:
- Robotics
- Control Systems Engineering
- Distributed Systems
Background:
- Controlling formations of mobile robots is a key research area.
- Existing methods often neglect time synchronization in decentralized robot groups.
- Improving movement accuracy necessitates addressing synchronization challenges.
Purpose of the Study:
- To develop a two-layer synchronous motion control system for decentralized mobile robot groups.
- To integrate dynamic time synchronization into the control algorithm for enhanced accuracy.
- To maintain desired group formation and robot synchronization during movement.
Main Methods:
- A two-layer control system architecture: a master layer and a sublayer.
- Sublayer: trajectory tracking using kinematic and dynamic controllers (linear and angular velocity).
- Master layer: consensus tracking and virtual structure algorithms for formation and synchronization.
Main Results:
- Simulation studies in MATLAB/Simulink validated the system's functionality.
- Laboratory tests using real robots under ROS confirmed the control quality.
- The proposed system demonstrated effective synchronization and formation maintenance.
Conclusions:
- The developed two-layer synchronous control system effectively manages decentralized mobile robot formations.
- Dynamic time synchronization significantly improves the accuracy of group robot movement.
- The system is applicable to transportation, logistics, and other multi-robot coordination tasks.

