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International Journal of Aerospace Engineering
Volume 2011, Article ID 198308, 13 pages
http://dx.doi.org/10.1155/2011/198308
Research Article

Decentralized Model Predictive Control for Cooperative Multiple Vehicles Subject to Communication Loss

Department of Mechanical and Industrial Engineering, Concordia University, 1515 St. Catherine W., Montreal, QC, Canada H3G 2W1

Received 1 July 2010; Revised 24 November 2010; Accepted 28 February 2011

Academic Editor: Yu Gu

Copyright © 2011 Hojjat A. Izadi et al. 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. H. A. Izadi, B. W. Gordon, and Y. M. Zhang, “Decentralized receding horizon control for cooperative multiple vehicles subject to communication delay,” Journal of Guidance, Control, and Dynamics, vol. 32, no. 6, pp. 1959–1965, 2009. View at Publisher · View at Google Scholar · View at Scopus
  2. E. Franco, T. Parisini, and M. M. Polycarpou, “Cooperative control of discrete-time agents with delayed information exchange: a receding-horizon approach,” in Proceedings of the 43rd IEEE Conference on Decision and Control (CDC '04), vol. 4, pp. 4274–4279, Atlantis, Paradise Island, Bahamas, December 2004. View at Scopus
  3. E. Franco, T. Parisini, and M. M. Polycarpou, “Stable receding-horizon cooperative control of a class of distributed agents,” in Proceedings of the American Control Conference (ACC '05), vol. 7, pp. 4673–4678, IEEE Press, June 2005. View at Scopus
  4. E. Franco, T. Parisini, and M. M. Polycarpou, “Cooperative control of distributed agents with nonlinear dynamics and delayed information exchange: a stabilizing receding-horizon approach,” in Proceedings of the 44th IEEE Conference on Decision and Control, and the European Control (CDC-ECC '05), pp. 2206–2211, IEEE Press, December 2005. View at Publisher · View at Google Scholar · View at Scopus
  5. E. Franco, L. Magni, T. Parisini, M. M. Polycarpou, and D. M. Raimondo, “Cooperative constrained control of distributed agents with nonlinear dynamics and delayed information exchange: a stabilizing receding-horizon approach,” IEEE Transactions on Automatic Control, vol. 53, no. 1, pp. 324–338, 2008. View at Publisher · View at Google Scholar
  6. A. Richards and J. P. How, “Implementation of robust decentralized model predictive control,” in AIAA Guidance, Navigation, and Control Conference, pp. 4929–4941, AIAA, August 2005. View at Scopus
  7. A. N. Venkat, J. B. Rawlings, and S. J. Wright, “Stability and optimality of distributed model predictive control,” in Proceedings of the 44th IEEE Conference on Decision and Control, and the European Control (CDC-ECC '05), pp. 6680–6685, IEEE Press, December 2005. View at Publisher · View at Google Scholar · View at Scopus
  8. I. Alvarado, D. Limon, T. Alamo, and E. F. Camacho, “Output feedback robust tube based MPC for tracking of piece-wise constant references,” in Proceedings of the 46th IEEE Conference on Decision and Control (CDC '07), pp. 2175–2180, IEEE Press, December 2007. View at Publisher · View at Google Scholar · View at Scopus
  9. P. Trodden and A. Richards, “Robust distributed model predictive control using tubes,” in Proceedings of the American Control Conference, pp. 2034–2039, Minneapolis, Minn, USA, June 2006. View at Scopus
  10. X. Zhang, R. Xu, C. Kwan, L. Haynes, Y. Yang, and M. M. Polycarpou, “Fault tolerant formation flight control of UAVs,” International Journal of Vehicle Autonomous Systems, vol. 2, no. 3-4, pp. 217–235, 2004. View at Publisher · View at Google Scholar · View at Scopus
  11. M. Innocenti, L. Pollini, and F. Giulietti, “Management of communication failures in formation flight,” Journal of Aerospace Computing, Information and Communication, pp. 19–35, 2004. View at Google Scholar · View at Scopus
  12. T. Keviczky, F. Borrelli, and G. J. Balas, “Decentralized receding horizon control for large scale dynamically decoupled systems,” Automatica, vol. 42, no. 12, pp. 2105–2115, 2006. View at Publisher · View at Google Scholar · View at Scopus
  13. R. Olfati-Saber and R. M. Murray, “Consensus problems in networks of agents with switching topology and time-delays,” IEEE Transactions on Automatic Control, vol. 49, no. 9, pp. 1520–1533, 2004. View at Publisher · View at Google Scholar · View at Scopus
  14. D. Q. Mayne, J. B. Rawlings, C. V. Rao, and P. O. M. Scokaert, “Constrained model predictive control: stability and optimality,” Automatica, vol. 36, no. 6, pp. 789–814, 2000. View at Publisher · View at Google Scholar · View at Scopus
  15. H. Chen and F. Allgöwer, “A quasi-infinite horizon nonlinear model predictive control scheme with guaranteed stability,” Automatica, vol. 34, no. 10, pp. 1205–1217, 1998. View at Google Scholar · View at Scopus
  16. A. Richards and J. P. How, “Robust distributed model predictive control,” International Journal of Control, vol. 80, no. 9, pp. 1517–1531, 2007. View at Publisher · View at Google Scholar · View at Scopus
  17. D. Garagić, “On delay-dependent stability of a swarm of networked autonomous vehicles under communication constraints,” in Proceedings of the IEEE Swarm Intelligence Symposium (SIS '05), pp. 297–301, IEEE Press, June 2005. View at Publisher · View at Google Scholar · View at Scopus
  18. T. Keviczky, B. Vanek, F. Borrelli, and G. J. Balas, “Hybrid decentralized receding horizon control of vehicle formations,” in Proceedings of the American Control Conference, pp. 3358–3363, Minneapolis, Minn, USA, June 2006. View at Scopus
  19. A. Richards and J. How, “Decentralized model predictive control of cooperating UAVs,” in Proceedings of the 43rd IEEE Conference on Decision and Control (CDC '04), vol. 4, pp. 4286–4291, Atlantis, Paradise Island, Bahamas, December 2004.
  20. M. Papageorgiou, C. Diakaki, V. Dinopoulou, A. Kotsialos, and Y. Wang, “Review of road traffic control strategies,” Proceedings of the IEEE, vol. 91, no. 12, pp. 2043–2065, 2003. View at Publisher · View at Google Scholar · View at Scopus
  21. L. Pallottino, V. G. Scordio, and A. Bicchi, “Decentralized cooperative conflict resolution among multiple autonomous mobile agents,” in Proceedings of the 43rd IEEE Conference on Decision and Control (CDC '04), vol. 5, pp. 4758–4763, Atlantis, Paradise Island, Bahamas, December 2004.
  22. Y. Yoon, H. Kim, J. Shin, T. Choe, and Y. Park, “Communication in distributed model predictive collision avoidance,” in Proceedings of the 1st International Conference on Robot Communication and Coordination, Athens, Greece, 2007.
  23. H. K. Khalil, Nonlinear Systems, Prentice Hall, Englewood Cliffs, NJ, USA, 2nd edition, 1996.
  24. W. B. Dunbar and R. M. Murray, “Receding horizon control of multi-vehicle formations: a distributed implementation,” in Proceedings of the 43rd IEEE Conference on Decision and Control (CDC '04), pp. 1995–2002, Atlantis, Paradise Island, Bahamas, December 2004. View at Scopus
  25. W. B. Dunbar and R. M. Murray, “Distributed receding horizon control for multi-vehicle formation stabilization,” Automatica, vol. 42, no. 4, pp. 549–558, 2006. View at Publisher · View at Google Scholar · View at Scopus
  26. W. B. Dunbar and R. M. Murray, “Model predictive control of coordinated multi-vehicle formations,” in Proceedings of the 41st IEEE Conference on Decision and Control, vol. 4, pp. 4631–4636, IEEE Press, December 2002. View at Scopus
  27. D. Gu and E. Yang, “A suboptimal model predictive formation control,” in Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 1295–1300, IEEE Press, 2005.