Autonomous and cooperative multirobot system for multi-object transportation

This paper presents a multi-robot cooperation algorithm for object transportation, and is inspired by artificial immune system (AIS). The robotic team comprises multiple heterogeneous robots each with a unique set of capabilities. The developed multi-robot system (MRS) is autonomous and fully distributed. The task allocation algorithm allows for concurrent execution of multiple tasks in the system. Tasks in the developed MRS are heterogeneous objects that are randomly introduced to the system. The transportation of an object may only need a single robot or may require multiple cooperative robots. Essentially the developed MRS runs in an unknown, unstructured and dynamic environment. An experimental implementation and test results are used to demonstrate the effectiveness of the developed MRS.

[1]  Rachid Alami,et al.  M+: a scheme for multi-robot cooperation through negotiated task allocation and achievement , 1999, Proceedings 1999 IEEE International Conference on Robotics and Automation (Cat. No.99CH36288C).

[2]  M. Eaman Immune system. , 2000, Nursing standard (Royal College of Nursing (Great Britain) : 1987).

[3]  Muhammad Tahir Khan,et al.  Robust and autonomous multi-robot cooperation using an artificial immune system , 2010 .

[4]  Maja J. Mataric,et al.  Broadcast of Local Elibility for Multi-Target Observation , 2000, DARS.

[5]  Lynne E. Parker,et al.  ALLIANCE: an architecture for fault tolerant multirobot cooperation , 1998, IEEE Trans. Robotics Autom..

[6]  Maja J. Mataric,et al.  Sold!: auction methods for multirobot coordination , 2002, IEEE Trans. Robotics Autom..

[7]  N. K. Jerne,et al.  The immune system. , 1973, Scientific American.

[8]  Lynne E. Parker,et al.  A Complete Methodology for Generating Multi-Robot Task Solutions using ASyMTRe-D and Market-Based Task Allocation , 2007, Proceedings 2007 IEEE International Conference on Robotics and Automation.

[9]  Eric Bonabeau,et al.  Cooperative transport by ants and robots , 2000, Robotics Auton. Syst..

[10]  Wei Wei,et al.  A New Multi-Robot Self-Determination Cooperation Method Based on Immune Agent Network , 2005, Proceedings of the 2005 IEEE International Conference on Robotics and Automation.