Title :
Geometric formations in swarm aggregation: An artificial formation force based approach
Author :
Ekanayake, Samitha W. ; Pathirana, Pubudu N.
Author_Institution :
Sch. of Eng. & IT, Deakin Univ., Waurn Ponds, VIC
Abstract :
Cooperative control of multiple mobile robots is an attractive and challenging problem which has drawn considerable attention in the recent past. This paper introduces a scalable decentralized control algorithm to navigate a group of mobile robots (swarm) into a predefined shape in 2D space. The proposed architecture uses artificial forces to control mobile agents into the shape and spread them inside the shape while avoiding inter-member collisions. The theoretical analysis of the swarm behavior describes the motion of the complete swarm and individual members in relevant situations. We use computer simulated case studies to verify the theoretical assertions and to demonstrate the robustness of the swarm under external disturbances such as death of agents, change of shape etc.
Keywords :
artificial intelligence; collision avoidance; decentralised control; mobile robots; motion control; multi-robot systems; artificial formation force based approach; cooperative control; geometric formation; intermember collision avoidance; multiple mobile robots; scalable decentralized control algorithm; swarm aggregation; Computational modeling; Computer architecture; Computer simulation; Distributed control; Force control; Mobile agents; Mobile robots; Motion analysis; Navigation; Shape control; Cooperative systems; Distributed control; Geometric pattern formation; Stability analysis; Swarm;
Conference_Titel :
Information and Automation for Sustainability, 2007. ICIAFS 2007. Third International Conference on
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4244-1899-2
Electronic_ISBN :
978-1-4244-1900-5
DOI :
10.1109/ICIAFS.2007.4544784