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Modelling and Simulation in Engineering
Volume 2016, Article ID 5914706, 13 pages
http://dx.doi.org/10.1155/2016/5914706
Research Article

MARS: An Educational Environment for Multiagent Robot Simulations

Dipartimento di Ingegneria dell’Informazione e Scienze Matematiche, Università degli Studi di Siena, Via Roma 56, 53100 Siena, Italy

Received 15 July 2016; Accepted 2 August 2016

Academic Editor: Aiguo Song

Copyright © 2016 Marco Casini and Andrea Garulli. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. Cyberbotics Ltd, Webots robot simulator, 2016, https://www.cyberbotics.com/.
  2. M. Freese, S. Singh, F. Ozaki, and N. Matsuhira, “Virtual robot experimentation platform V-REP: a versatile 3D robot simulator,” in Simulation, Modeling, and Programming for Autonomous Robots, N. Ando, S. Balakirsky, T. Hemker, M. Reggiani, and O. von Stryk, Eds., vol. 6472 of Lecture Notes in Computer Science, pp. 51–62, Springer, Berlin, Germany, 2010. View at Publisher · View at Google Scholar
  3. Mobotsoft. MobotSim—Mobile Robot Simulator, 2016, http://www.mobotsoft.com/?page id=9.
  4. Cogmation Robotics, Virtual Robotics Toolkit, 2016, https://www.virtualroboticstoolkit.com.
  5. N. Koenig and A. Howard, “Design and use paradigms for Gazebo, an open-source multi-robot simulator,” in Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS '04), pp. 2149–2154, October 2004. View at Scopus
  6. A. Koestler and T. Bräunl, “Mobile robot simulation with realistic error models,” in Proceedings of the International Conference on Autonomous Robots and Agents (ICARA '04), vol. 1, pp. 46–51, 2004.
  7. S. Carpin, M. Lewis, J. Wang, S. Balakirsky, and C. Scrapper, “USARSim: a robot simulator for research and education,” in Proceedings of the IEEE International Conference on Robotics and Automation (ICRA '07), pp. 1400–1405, Rome, Italy, April 2007. View at Publisher · View at Google Scholar · View at Scopus
  8. R. Vaughan, “Massively multi-robot simulation in stage,” Swarm Intelligence, vol. 2, no. 2–4, pp. 189–208, 2008. View at Publisher · View at Google Scholar · View at Scopus
  9. J. L. Guzmán, M. Berenguel, F. Rodríguez, and S. Dormido, “An interactive tool for mobile robot motion planning,” Robotics and Autonomous Systems, vol. 56, no. 5, pp. 396–409, 2008. View at Publisher · View at Google Scholar · View at Scopus
  10. G. Echeverria, N. Lassabe, A. Degroote, and S. Lemaignan, “Modular open robots simulation engine: MORSE,” in Proceedings of the IEEE International Conference on Robotics and Automation (ICRA '11), pp. 46–51, IEEE, Shanghai, China, May 2011. View at Publisher · View at Google Scholar · View at Scopus
  11. The LEGO Group, “The Lego Mindstorms home page,” 2016, http://mindstorms.com.
  12. M. Casini, A. Garulli, A. Giannitrapani, and A. Vicino, “A matlab-based remote lab for multi-robot experiments,” in Proceedings of the 8th IFAC Symposium on Advances in Control Education (ACE '09), pp. 162–167, Kumamoto, Japan, October 2009. View at Scopus
  13. M. Casini, A. Garulli, A. Giannitrapani, and A. Vicino, “A LEGO mindstorms multirobot setup in the automatic control telelab,” in Proceedings of the 18th IFAC World Congress, pp. 9812–9817, Milan, Italy, 2011.
  14. M. Casini, A. Garulli, A. Giannitrapani, and A. Vicino, “A remote lab for experiments with a team of mobile robots,” Sensors, vol. 14, no. 9, pp. 16486–16507, 2014. View at Publisher · View at Google Scholar · View at Scopus
  15. M. Casini, A. Garulli, A. Giannitrapani, and A. Vicino, “A remote lab for multi-robot experiments with virtual obstacles,” in Proceedings of the 9th IFAC Symposium on Advances in Control Education (ACE '12), pp. 354–359, Nizhny Novgorod, Russia, June 2012. View at Publisher · View at Google Scholar · View at Scopus
  16. M. Casini, A. Garulli, A. Giannitrapani, and A. Vicino, “Remote pursuer-evader experiments with mobile robots in the automatic control telelab,” in Proceedings of the 10th IFAC Symposium on Advances in Control Education (ACE '13), pp. 66–71, Sheffield, UK, August 2013. View at Publisher · View at Google Scholar · View at Scopus
  17. M. Casini and A. Garulli, “MARS: a Matlab simulator for mobile robotics experiments,” in Proceedings of the 11th IFAC Symposium on Advances in Control Education, pp. 69–74, Bratislava, Slovakia, June 2016.
  18. J. Cortés, S. Martínez, T. Karataş, and F. Bullo, “Coverage control for mobile sensing networks,” IEEE Transactions on Robotics and Automation, vol. 20, no. 2, pp. 243–255, 2004. View at Publisher · View at Google Scholar · View at Scopus
  19. S. P. Lloyd, “Least squares quantization in PCM,” IEEE Transactions on Information Theory, vol. 28, no. 2, pp. 129–137, 1982. View at Publisher · View at Google Scholar · View at MathSciNet · View at Scopus
  20. Q. Du, V. Faber, and M. Gunzburger, “Centroidal Voronoi tessellations: applications and algorithms,” SIAM Review, vol. 41, no. 4, pp. 637–676, 1999. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet · View at Scopus
  21. H. Huang, W. Zhang, J. Ding, D. M. Stipanović, and C. J. Tomlin, “Guaranteed decentralized pursuit-evasion in the plane with multiple pursuers,” in Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC '11), pp. 4835–4840, Orlando, Fla, USA, December 2011. View at Publisher · View at Google Scholar · View at Scopus
  22. J. A. Marshall, M. E. Broucke, and B. A. Francis, “Pursuit formations of unicycles,” Automatica, vol. 42, no. 1, pp. 3–12, 2006. View at Publisher · View at Google Scholar · View at MathSciNet · View at Scopus
  23. N. Ceccarelli, M. Di Marco, A. Garulli, and A. Giannitrapani, “Collective circular motion of multi-vehicle systems,” Automatica, vol. 44, no. 12, pp. 3025–3035, 2008. View at Publisher · View at Google Scholar · View at MathSciNet · View at Scopus
  24. D. Benedettelli, M. Casini, A. Garulli, A. Giannitrapani, and A. Vicino, “A LEGO Mindstorms experimental setup for multi-agent systems,” in Proceedings of the IEEE International Conference on Control Applications (CCA '09), pp. 1230–1235, Saint Petersburg, Russia, July 2009. View at Publisher · View at Google Scholar · View at Scopus
  25. O. Khatib, “Real-time obstacle avoidance for manipulators and mobile robots,” The International Journal of Robotics Research, vol. 5, no. 1, pp. 90–98, 1986. View at Google Scholar · View at Scopus