A Cooperative Multi-Robot Control Using Ad Hoc Wireless Network
Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 32797
A Cooperative Multi-Robot Control Using Ad Hoc Wireless Network

Authors: Amira Elsonbaty, Rawya Rizk, Mohamed Elksas, Mofreh Salem

Abstract:

In this paper, a Cooperative Multi-robot for Carrying Targets (CMCT) algorithm is proposed. The multi-robot team consists of three robots, one is a supervisor and the others are workers for carrying boxes in a store of 100×100 m2. Each robot has a self recharging mechanism. The CMCT minimizes robot-s worked time for carrying many boxes during day by working in parallel. That is, the supervisor detects the required variables in the same time another robots work with previous variables. It works with straightforward mechanical models by using simple cosine laws. It detects the robot-s shortest path for reaching the target position avoiding obstacles by using a proposed CMCT path planning (CMCT-PP) algorithm. It prevents the collision between robots during moving. The robots interact in an ad hoc wireless network. Simulation results show that the proposed system that consists of CMCT algorithm and its accomplished CMCT-PP algorithm achieves a high improvement in time and distance while performing the required tasks over the already existed algorithms.

Keywords: Ad hoc network, Computer vision based positioning, Dynamic collision avoidance, Multi-robot, Path planning algorithms, Self recharging.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1057763

Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 1745

References:


[1] T. Zheng, R. Li, W. Guo, and L. Yang, "Multi-robot Cooperative Task Processing in Great Environment," in Proc. of IEEE Conference on Robotics, Automation and Mechatronics, pp. 1113-1117, September 2008.
[2] L. Parker, "Distributed algorithms for multi-robot observation of multiple moving targets," Autonomous Robots Journal, vol.12, pp. 231- 255, 2002.
[3] Larp Euron, "Ad-hoc network communication infrastructure for multirobot systems in disaster scenarios," in Proc. of Robotics for Risky Intervention and Environmental Surveillance - Benicàssim, 2008.
[4] M. J. Johnson, K. Intlekofer, H. Jung, and J. M. Bradshaw, et. al, " Coordinated operations in mixed teams of humans and robots," International Journal of Robotics Research 2, pp. 431-447, no. 5,6, 2006.
[5] J. Wang "Investigation of a mobile manipulator over wired/wireless control System," in Proc of Skima-International conference on software knowledge information management and applications, 2006.
[6] T. Chiueh, R. Krishnan, P. De, and J. Chiang, "A networked robot system for wireless network emulation", in Proc. of the 4th International Conference on Mobile Systems, Applications, and Services, Uppsala, Sweden, pp. 124-137, 2006.
[7] A. Birk, and C. Condea "Mobile robot communication without the drawbacks of wireless networking" Springer, vol. 4020, pp. 585 - 592, 2006.
[8] A. R. Wagner, and R.C. Arkin, "Internalized plans for communication sensitive robot team behaviors", in Proc. of. IEEE Int. Conference on Intelligent Robotics and Systems, pp 2480-2487, 2003.
[9] A. Botea, M. M├╝ller, and J. Schaeffer "Near optimal hierarchical pathfinding", Journal of Game Development, vol. 1, issue 1, pp. 7-28, 2004.
[10] M. Fukunari, S. Rajanna, R. J. Gaskins, and M. E. Sparrow "Data-based node penalties in a path-finding algorithm in an automated material handling system," in Proc. of the 34th conference on Winter simulation, California, pp1383-1386, 2002.
[11] A. I. Mourikis, and S. I. Roumeliotis, "Performance analysis of Multirobot cooperative localization," IEEE Transactions on Robotics, vol. 22, issue 4, pp. 666-681, 2006.
[12] S. Oh., A. Zelinsky, and K. Taylor, "Autonomous battery recharging for indoor mobile robots," in Proc. of Australian Conference on Robotics and Automation (ACRA 2000), pp. 1-6, 2000.
[13] J. L. Jones, and P. R. Mass "Method and system for multi mode coverage for an autonomous robot," Citation of provisional application, Jones, US Patent 7, Google Patents, 2007.
[14] K. kouzoubov, and D. Austin, "Autonomous recharging for mobile robotics," in Proc. of Australasian Conference on robotics and automation Auckland, pp. 27-29, 2002.
[15] J. Chen., and L. Ren, "Path planning protocol for collaborative multirobot systems " in Proc. of IEEE International Symposium, Computational Intelligence in Robotics and Automation, pp.721-726, June 2005.
[16] B. Graf, J. Wandosell, and C. Schaeffer, "Flexible path planning for nonholonomic mobile robots," in Proc. of the Fourth European Workshop on Advanced Mobile Robots, 2001.
[17] S. Jantz, Keith, and L Doty, "Visual perception based behaviors for a small autonomous mobile robot," in Proc. of Florida Conference on Recent Advances in Robotics, Florida, 2000.
[18] http://www.isi.edu/nsnam/ns,10/2008.
[19] Y. Yong, and G. Kamal, "Puma 560 software client's report", Advanced Robotics , vol. 14, issue 22, no. 6, pp. 515-536, 2000