학술논문

Robust Area Coverage with Connectivity Maintenance
Document Type
Conference
Source
2019 International Conference on Robotics and Automation (ICRA) Robotics and Automation (ICRA), 2019 International Conference on. :2202-2208 May, 2019
Subject
Robotics and Control Systems
Robot kinematics
Robustness
Multi-robot systems
Maintenance engineering
Robot sensing systems
Task analysis
Language
ISSN
2577-087X
Abstract
Robot swarms herald the ability to solve complex tasks using a large collection of simple devices. However, engineering a robotic swarm is far from trivial, with a major hurdle being the definition of the control laws leading to the desired globally coordinated behavior. Communication is a key element for coordination and it is considered one of the current most important challenges for swarm robotics. In this paper, we study the problem of maintaining robust swarm connectivity while performing a coverage task based on the Voronoi tessellation of an area of interest. We implement our methodology in a team of eight Khepera IV robots. With the assumptions that robots have a limited sensing and communication range—and cannot rely on centralized processing—we propose a tri-objective control law that outperforms other simpler strategies (e.g. a potential-based coverage) in terms of network connectivity, robustness to failure, and area coverage.