Title :
Development of an immunology-based multi-robot coordination algorithm for exploration and mapping domains
Author :
Thayer, Scott M. ; Singh, Surya P N
Author_Institution :
Robotics Inst., Carnegie Mellon Univ., Pittsburgh, PA, USA
Abstract :
This paper presents a new concept called the Immunology-derived Distributed Autonomous Robotics Architecture (IDARA) for the manipulation of "kilorobots" (large multi-robot colonies) modeled on the actions of the human immune system. The paper presents the development of the IDARA algorithms for the control and coordination of kilorobots for robot exploration tasks in four mapping scenarios. As characterized via computer simulations with robot populations of up to 1,500, IDARA-based exploration proved to be an efficient, robust, and compact method for large-scale multirobot control that combines the speed of reflexive methods with the precision of deliberative control.
Keywords :
control system analysis computing; distributed control; mobile robots; multi-robot systems; robust control; terrain mapping; IDARA algorithms; computer simulations; deliberative control; exploration tasks; human immune system; immunology-based multi-robot coordination algorithm; immunology-derived distributed autonomous robotics architecture; kilorobot coordination; kilorobot manipulation; large multi-robot colonies; large-scale multirobot control; mapping tasks; reflexive methods; robust method; Algorithm design and analysis; Control systems; Humans; Immune system; Intelligent robots; Large-scale systems; Orbital robotics; Power system modeling; Robot kinematics; Space exploration;
Conference_Titel :
Intelligent Robots and Systems, 2002. IEEE/RSJ International Conference on
Print_ISBN :
0-7803-7398-7
DOI :
10.1109/IRDS.2002.1041683