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Article

Safe Coverage Control of Multi-Agent Systems and Its Verification in ROS/Gazebo Environment

by
Fidelia Chaitra Siri
1,†,
Jie Song
2,† and
Mikhail Svinin
1,*,†
1
Department of Information Science and Engineering, Ritsumeikan University, Kyoto 567-8570, Japan
2
Department of Information Science and Technology, Osaka University, Osaka 565-0871, Japan
*
Author to whom correspondence should be addressed.
These authors contributed equally to this work.
Information 2024, 15(8), 462; https://doi.org/10.3390/info15080462
Submission received: 30 June 2024 / Revised: 26 July 2024 / Accepted: 31 July 2024 / Published: 2 August 2024
(This article belongs to the Special Issue Advanced Control Topics on Robotic Vehicles)

Abstract

This paper presents safe coverage control algorithms for multi-agent systems, integrating Centroidal Voronoi Tessellation (CVT) and control barrier functions (CBFs). This study aims to ensure safety and spatial optimization by combining CVT and CBFs for obstacle avoidance, testing the controller through simulations, and verifying the results with RT mobile robots. This development of safe coverage control algorithms for multi-agent systems achieves a synergy that addresses both safety and spatial optimization, which are crucial for multi-agent systems. The proposed CVT-CBF-based controller has been validated through extensive simulations in the ROS/Gazebo environment and physical experiments with RT robots, demonstrating its effectiveness in achieving collision-free coverage. This study provides a comprehensive understanding of the integration of CVT and CBFs for safe coverage control with obstacle avoidance in multi-agent systems, highlighting both its potential and the necessary considerations for practical deployment.
Keywords: multi-agent systems; coverage control; collision avoidance; Centroidal Voronoi Tessellation; control barrier function multi-agent systems; coverage control; collision avoidance; Centroidal Voronoi Tessellation; control barrier function

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MDPI and ACS Style

Siri, F.C.; Song, J.; Svinin, M. Safe Coverage Control of Multi-Agent Systems and Its Verification in ROS/Gazebo Environment. Information 2024, 15, 462. https://doi.org/10.3390/info15080462

AMA Style

Siri FC, Song J, Svinin M. Safe Coverage Control of Multi-Agent Systems and Its Verification in ROS/Gazebo Environment. Information. 2024; 15(8):462. https://doi.org/10.3390/info15080462

Chicago/Turabian Style

Siri, Fidelia Chaitra, Jie Song, and Mikhail Svinin. 2024. "Safe Coverage Control of Multi-Agent Systems and Its Verification in ROS/Gazebo Environment" Information 15, no. 8: 462. https://doi.org/10.3390/info15080462

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