Colony of Robots for Exploration Based on Multi-Agent System

Authors

  • Ian Hughes Pontificia Universidad Católica de Valparaí­so Escuela de Ingenierí­a Eléctrica Avda. Brasil #2147 Valparaí­so - Chile
  • Ginno Millí¡n Universidad Católica del Norte Escuela de Ingenierí­a Larrondo #1281 Coquimbo - Chile
  • Claudio Cubillos Pontificia Universidad Católica de Valparaí­so Escuela de Ingenierí­a Eléctrica Avda. Brasil #2147 Valparaí­so - Chile
  • Gastón Lefranc Pontificia Universidad Católica de Valparaí­so Escuela de Ingenierí­a Eléctrica Avda. Brasil #2147 Valparaí­so - Chile

Keywords:

Colony of robots, Multi-Agent Systems (MAS), robotics

Abstract

In this paper a colony of robots for closed environments exploration is presented. This small colony of robots, conformed by mobile robots and a quadcopter, is based on heterogeneous Multi-Agent System (MAS). The objective of the system is to quickly recognize a closed three-dimensional environment, without access to references such as a Global Positioning System (GPS), to perform exploration of each unit with different characteristics and perform a joint recognition. All communications work wirelessly with a system responsible of data collection, tracking and managing  ll collected information. Finally, it provides a basis for multi-agent robots which allow recognition, mapping and information gathering in places where units are efficiently deployed the entire colony’s abilities.

References

Lefranc, G. (2008); Colony of Robots: New Challenge, International Journal of Computers Communications & Control, ISSN 1841-9836, 3(S):92-107.

Lefranc, G. (2008); Colony of robots, in Lotfi A. Zadeh, Dan Tufis, Florin Gheorghe Filip, Ioan Dzitac (eds.), From Natural Language to Soft Computing: New Paradigms in Artificial Intelligence, Editing House of Romanian Academy, ISBN:978-973-27-1678-6.

FIPA TC Architecture, FIPA Abstract Architecture; Specification, Foundation for Intelligent Physical Agents, (http://www.fipa.org), 2002.

Rojas, D. et al (2013); Integration of Algorithms for Maps Construction and Simultaneous localization in a Mobile Robot. IFAC International Conference on Management and Control of Production and Logistics, Brazil, 129-134. http://dx.doi.org/10.3182/20130911-3-BR-3021.00098

Roth, M.; Simmons, R.; Veloso, M. (2004); Decentralized Communication Strategies for Coordinated Multi-Agent Policies, Robotics Institute, Carnegie Mellon University.

Latorre, H.; Harispe, K.; Salinas, R.; Lefranc, G. (2011); Ontology Model of a Robotics Agent Community, International Journal of Computers Communications & Control, ISSN 1841-9836, 6(1):125-133.

Latorre, H.; Harispe, K.; Salinas, R.; Lefranc G. (2010); Proposed Model of Behavior for a Community of Robotic Agents, Congreso Infonor, Chile, 168-171. http://dx.doi.org/10.1109/SCCC.2010.8

Pechoucek, M.; Marík, V. (2008); Industrial deployment of multi-agent technologies: review and selected case studies, Auton Agent Multi-Agent Syst, ISSN: 1387-2532, 17(3):397-431.

Bermes, C. et al (2008); New Design of the Steering Mechanism for a Mini Coaxial Helicopter, IEEE Int. Conf. Intelligent Robots and Systems, Nice, France, 1236-1241, DOI:

1109/IROS.2008.4650769.

Fredes, D.; Cubillos, C.; Lefranc, G. (2012); Mobile Robot with Multi Agent Architecture, IEEE Conference International on Engineering and Systems Applications. Chile.

Quigley, M. et al (2009); ROS: an open-source Robot Operating System, In ICRA Workshop on Open Source Software.

ROS: an open-source Robot Operating System, In ICRA Workshop on Open Source Software.

Cheein, F. A. A.; Tobeiro, J. M., di Sciascio, F.; Carelli, R.; Lobo Pereira, F. (2010); Monte Carlo Uncertainty Maps-based for Mobile Robot Autonomous SLAM Navigation, IEEE International Conference on Industrial technology, Vi-a del Mar, Chile, 1433-1438. http://dx.doi.org/10.1109/ICIT.2010.5472495

Published

2014-12-01

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